id sid tid token lemma pos dpc-3590 1 1 dermatology dermatology NOUN dpc-3590 1 2 : : PUNCT dpc-3590 1 3 practical practical ADJ dpc-3590 1 4 and and CCONJ dpc-3590 1 5 conceptual conceptual ADJ dpc-3590 1 6 original original ADJ dpc-3590 1 7 article article NOUN dpc-3590 1 8 | | ADV dpc-3590 1 9 dermatol dermatol ADJ dpc-3590 1 10 pract pract NOUN dpc-3590 1 11 concept concept NOUN dpc-3590 1 12 . . PUNCT dpc-3590 2 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 2 2 1 1 NUM dpc-3590 2 3 three three NUM dpc-3590 2 4 - - PUNCT dpc-3590 2 5 point point NOUN dpc-3590 2 6 checklist checklist NOUN dpc-3590 2 7 dermoscopy dermoscopy NOUN dpc-3590 2 8 for for ADP dpc-3590 2 9 melanoma melanoma NOUN dpc-3590 2 10 screening screening NOUN dpc-3590 2 11 : : PUNCT dpc-3590 2 12 experience experience NOUN dpc-3590 2 13 in in ADP dpc-3590 2 14 medical medical ADJ dpc-3590 2 15 students student NOUN dpc-3590 2 16 new new ADJ dpc-3590 2 17 to to ADP dpc-3590 2 18     SPACE dpc-3590 2 19 dermatology dermatology NOUN dpc-3590 2 20 aldo aldo PROPN dpc-3590 2 21 ibani1 ibani1 PROPN dpc-3590 2 22 , , PUNCT dpc-3590 2 23 diego diego PROPN dpc-3590 2 24 aragón aragón PROPN dpc-3590 2 25 - - PUNCT dpc-3590 2 26 caqueo2 caqueo2 NOUN dpc-3590 2 27 , , PUNCT dpc-3590 2 28 monserrat monserrat PROPN dpc-3590 2 29 naveiro3 naveiro3 PROPN dpc-3590 2 30 , , PUNCT dpc-3590 2 31 felipe felipe PROPN dpc-3590 2 32 sánchez3 sánchez3 NOUN dpc-3590 2 33 , , PUNCT dpc-3590 2 34 daniela daniela PROPN dpc-3590 2 35 ríos3 ríos3 PROPN dpc-3590 2 36 , , PUNCT dpc-3590 2 37 javiera javiera NOUN dpc-3590 2 38 medina3 medina3 NOUN dpc-3590 2 39 , , PUNCT dpc-3590 2 40 antonio antonio PROPN dpc-3590 2 41 guglielmetti1 guglielmetti1 NOUN dpc-3590 2 42 1 1 NUM dpc-3590 2 43 escuela escuela PROPN dpc-3590 2 44 de de PROPN dpc-3590 2 45 medicina medicina PROPN dpc-3590 2 46 , , PUNCT dpc-3590 2 47 departamento departamento NOUN dpc-3590 2 48 de de PROPN dpc-3590 2 49 dermatología dermatología PROPN dpc-3590 2 50 , , PUNCT dpc-3590 2 51 universidad universidad PROPN dpc-3590 2 52 de de PROPN dpc-3590 2 53 valparaíso valparaíso PROPN dpc-3590 2 54 , , PUNCT dpc-3590 2 55 viña viña PROPN dpc-3590 2 56 del del PROPN dpc-3590 2 57 mar mar PROPN dpc-3590 2 58 , , PUNCT dpc-3590 2 59 chile chile PROPN dpc-3590 2 60 2 2 NUM dpc-3590 2 61 escuela escuela PROPN dpc-3590 2 62 de de PROPN dpc-3590 2 63 medicina medicina PROPN dpc-3590 2 64 , , PUNCT dpc-3590 2 65 universidad universidad PROPN dpc-3590 2 66 de de PROPN dpc-3590 2 67 tarapacá tarapacá PROPN dpc-3590 2 68 , , PUNCT dpc-3590 2 69 arica arica PROPN dpc-3590 2 70 , , PUNCT dpc-3590 2 71 chile chile PROPN dpc-3590 2 72 3 3 NUM dpc-3590 2 73 escuela escuela PROPN dpc-3590 2 74 de de PROPN dpc-3590 2 75 medicina medicina PROPN dpc-3590 2 76 , , PUNCT dpc-3590 2 77 universidad universidad PROPN dpc-3590 2 78 de de PROPN dpc-3590 2 79 valparaíso valparaíso PROPN dpc-3590 2 80 , , PUNCT dpc-3590 2 81 viña viña PROPN dpc-3590 2 82 del del PROPN dpc-3590 2 83 mar mar PROPN dpc-3590 2 84 , , PUNCT dpc-3590 2 85 chile chile PROPN dpc-3590 2 86 key key ADJ dpc-3590 2 87 words word NOUN dpc-3590 2 88 : : PUNCT dpc-3590 2 89 dermoscopy dermoscopy NOUN dpc-3590 2 90 , , PUNCT dpc-3590 2 91 medical medical ADJ dpc-3590 2 92 education education NOUN dpc-3590 2 93 , , PUNCT dpc-3590 2 94 primary primary ADJ dpc-3590 2 95 care care NOUN dpc-3590 2 96 , , PUNCT dpc-3590 2 97 skin skin NOUN dpc-3590 2 98 cancer cancer NOUN dpc-3590 2 99 , , PUNCT dpc-3590 2 100 pattern pattern NOUN dpc-3590 2 101 recognition recognition NOUN dpc-3590 2 102 citation citation NOUN dpc-3590 2 103 : : PUNCT dpc-3590 2 104 ibani ibani PROPN dpc-3590 3 1 a a DET dpc-3590 3 2 , , PUNCT dpc-3590 3 3 aragón aragón NOUN dpc-3590 3 4 - - PUNCT dpc-3590 3 5 caqueo caqueo PROPN dpc-3590 3 6 d d NOUN dpc-3590 3 7 , , PUNCT dpc-3590 3 8 naveiro naveiro PROPN dpc-3590 3 9 m m PROPN dpc-3590 3 10 , , PUNCT dpc-3590 3 11 sánchez sánchez PROPN dpc-3590 3 12 f f PROPN dpc-3590 3 13 , , PUNCT dpc-3590 3 14 ríos ríos PROPN dpc-3590 3 15 d d PROPN dpc-3590 3 16 , , PUNCT dpc-3590 3 17 medina medina PROPN dpc-3590 3 18 j j PROPN dpc-3590 3 19 , , PUNCT dpc-3590 3 20 guglielmetti guglielmetti NOUN dpc-3590 3 21 a. a. NOUN dpc-3590 3 22 three three NUM dpc-3590 3 23 - - PUNCT dpc-3590 3 24 point point NOUN dpc-3590 3 25 checklist checklist NOUN dpc-3590 3 26 dermoscopy dermoscopy NOUN dpc-3590 3 27 for for ADP dpc-3590 3 28 melanoma melanoma NOUN dpc-3590 3 29 screening screening NOUN dpc-3590 3 30 : : PUNCT dpc-3590 3 31 experience experience NOUN dpc-3590 3 32 in in ADP dpc-3590 3 33 medical medical ADJ dpc-3590 3 34 students student NOUN dpc-3590 3 35 new new ADJ dpc-3590 3 36 to to ADP dpc-3590 3 37 dermatology dermatology NOUN dpc-3590 3 38 . . PUNCT dpc-3590 4 1 dermatol dermatol NOUN dpc-3590 4 2 pract pract PROPN dpc-3590 4 3 concept concept NOUN dpc-3590 4 4 . . PUNCT dpc-3590 5 1 2024;14(3):e2024211 2024;14(3):e2024211 X dpc-3590 5 2 . . X dpc-3590 6 1 doi doi NOUN dpc-3590 6 2 : : PUNCT dpc-3590 6 3 https://doi.org/10.5826/dpc.1403a211 https://doi.org/10.5826/dpc.1403a211 PROPN dpc-3590 6 4 accepted accept VERB dpc-3590 6 5 : : PUNCT dpc-3590 6 6 october october PROPN dpc-3590 6 7 13 13 NUM dpc-3590 6 8 , , PUNCT dpc-3590 6 9 2023 2023 NUM dpc-3590 6 10 ; ; PUNCT dpc-3590 6 11 published publish VERB dpc-3590 6 12 : : PUNCT dpc-3590 7 1 july july PROPN dpc-3590 7 2 2024 2024 NUM dpc-3590 7 3 copyright copyright NOUN dpc-3590 7 4 : : PUNCT dpc-3590 7 5 © © PROPN dpc-3590 7 6 2024 2024 NUM dpc-3590 7 7 ibani ibani NOUN dpc-3590 7 8 et et PROPN dpc-3590 7 9 al al PROPN dpc-3590 7 10 . . PUNCT dpc-3590 8 1 this this PRON dpc-3590 8 2 is be AUX dpc-3590 8 3 an an DET dpc-3590 8 4 open open ADJ dpc-3590 8 5 - - PUNCT dpc-3590 8 6 access access NOUN dpc-3590 8 7 article article NOUN dpc-3590 8 8 distributed distribute VERB dpc-3590 8 9 under under ADP dpc-3590 8 10 the the DET dpc-3590 8 11 terms term NOUN dpc-3590 8 12 of of ADP dpc-3590 8 13 the the DET dpc-3590 8 14 creative creative ADJ dpc-3590 8 15 commons common NOUN dpc-3590 8 16 attributionnoncommercial attributionnoncommercial ADJ dpc-3590 8 17 license license NOUN dpc-3590 8 18 ( ( PUNCT dpc-3590 8 19 by by ADP dpc-3590 8 20 - - PUNCT dpc-3590 8 21 nc-4.0 nc-4.0 NOUN dpc-3590 8 22 ) ) PUNCT dpc-3590 8 23 , , PUNCT dpc-3590 8 24 https://creativecommons.org/licenses/by-nc/4.0/ https://creativecommons.org/licenses/by-nc/4.0/ PROPN dpc-3590 8 25 , , PUNCT dpc-3590 8 26 which which PRON dpc-3590 8 27 permits permit VERB dpc-3590 8 28 unrestricted unrestricted ADJ dpc-3590 8 29 noncommercial noncommercial ADJ dpc-3590 8 30 use use NOUN dpc-3590 8 31 , , PUNCT dpc-3590 8 32 distribution distribution NOUN dpc-3590 8 33 , , PUNCT dpc-3590 8 34 and and CCONJ dpc-3590 8 35 reproduction reproduction NOUN dpc-3590 8 36 in in ADP dpc-3590 8 37 any any DET dpc-3590 8 38 medium medium NOUN dpc-3590 8 39 , , PUNCT dpc-3590 8 40 provided provide VERB dpc-3590 8 41 the the DET dpc-3590 8 42 original original ADJ dpc-3590 8 43 authors author NOUN dpc-3590 8 44 and and CCONJ dpc-3590 8 45 source source NOUN dpc-3590 8 46 are be AUX dpc-3590 8 47 credited credit VERB dpc-3590 8 48 . . PUNCT dpc-3590 9 1 funding funding NOUN dpc-3590 9 2 : : PUNCT dpc-3590 9 3 none none NOUN dpc-3590 9 4 . . PUNCT dpc-3590 10 1 competing compete VERB dpc-3590 10 2 interests interest NOUN dpc-3590 10 3 : : PUNCT dpc-3590 10 4 none none NOUN dpc-3590 10 5 . . PUNCT dpc-3590 11 1 authorship authorship NOUN dpc-3590 11 2 : : PUNCT dpc-3590 11 3 all all DET dpc-3590 11 4 authors author NOUN dpc-3590 11 5 have have AUX dpc-3590 11 6 contributed contribute VERB dpc-3590 11 7 significantly significantly ADV dpc-3590 11 8 to to ADP dpc-3590 11 9 this this DET dpc-3590 11 10 publication publication NOUN dpc-3590 11 11 . . PUNCT dpc-3590 12 1 corresponding correspond VERB dpc-3590 12 2 author author NOUN dpc-3590 12 3 : : PUNCT dpc-3590 12 4 diego diego PROPN dpc-3590 12 5 aragón aragón PROPN dpc-3590 12 6 - - PUNCT dpc-3590 12 7 caqueo caqueo PROPN dpc-3590 12 8 , , PUNCT dpc-3590 12 9 research research NOUN dpc-3590 12 10 associate associate NOUN dpc-3590 12 11 , , PUNCT dpc-3590 12 12 universidad universidad PROPN dpc-3590 12 13 de de PROPN dpc-3590 12 14 tarapacá tarapacá PROPN dpc-3590 12 15 avenida avenida PROPN dpc-3590 12 16 18 18 NUM dpc-3590 12 17 de de PROPN dpc-3590 12 18 septiembre septiembre PROPN dpc-3590 12 19 , , PUNCT dpc-3590 12 20 2222 2222 NUM dpc-3590 12 21 , , PUNCT dpc-3590 12 22 arica arica PROPN dpc-3590 12 23 , , PUNCT dpc-3590 12 24 chile chile PROPN dpc-3590 12 25 . . PUNCT dpc-3590 13 1 phone phone NOUN dpc-3590 13 2 : : PUNCT dpc-3590 14 1 +56 +56 NUM dpc-3590 14 2 58 58 NUM dpc-3590 14 3 2205100 2205100 NUM dpc-3590 14 4 email email NOUN dpc-3590 14 5 : : PUNCT dpc-3590 14 6 diegomarceloaragon@gmail.com diegomarceloaragon@gmail.com X dpc-3590 15 1 introduction introduction NOUN dpc-3590 15 2 : : PUNCT dpc-3590 15 3 early early ADJ dpc-3590 15 4 detection detection NOUN dpc-3590 15 5 of of ADP dpc-3590 15 6 melanoma melanoma ADJ dpc-3590 15 7 and and CCONJ dpc-3590 15 8 optimal optimal ADJ dpc-3590 15 9 referral referral NOUN dpc-3590 15 10 to to ADP dpc-3590 15 11 the the DET dpc-3590 15 12 specialist specialist NOUN dpc-3590 15 13 starts start VERB dpc-3590 15 14 in in ADP dpc-3590 15 15 primary primary ADJ dpc-3590 15 16 care care NOUN dpc-3590 15 17 . . PUNCT dpc-3590 16 1 medical medical ADJ dpc-3590 16 2 education education NOUN dpc-3590 16 3 is be AUX dpc-3590 16 4 usually usually ADV dpc-3590 16 5 deficient deficient ADJ dpc-3590 16 6 in in ADP dpc-3590 16 7 training train VERB dpc-3590 16 8 general general ADJ dpc-3590 16 9 physicians physician NOUN dpc-3590 16 10 in in ADP dpc-3590 16 11 early early ADJ dpc-3590 16 12 detection detection NOUN dpc-3590 16 13 and and CCONJ dpc-3590 16 14 risk risk NOUN dpc-3590 16 15 management management NOUN dpc-3590 16 16 for for ADP dpc-3590 16 17 most most ADJ dpc-3590 16 18 skin skin NOUN dpc-3590 16 19 malignancies malignancy NOUN dpc-3590 16 20 . . PUNCT dpc-3590 17 1 a a DET dpc-3590 17 2 three three NUM dpc-3590 17 3 - - PUNCT dpc-3590 17 4 point point NOUN dpc-3590 17 5 dermoscopy dermoscopy NOUN dpc-3590 17 6 checklist checklist NOUN dpc-3590 17 7 is be AUX dpc-3590 17 8 used use VERB dpc-3590 17 9 as as ADP dpc-3590 17 10 a a DET dpc-3590 17 11 screening screening NOUN dpc-3590 17 12 tool tool NOUN dpc-3590 17 13 for for ADP dpc-3590 17 14 differentiating differentiate VERB dpc-3590 17 15 malignant malignant NOUN dpc-3590 17 16 and and CCONJ dpc-3590 17 17 benign benign ADJ dpc-3590 17 18 pigmented pigmented ADJ dpc-3590 17 19 lesions lesion NOUN dpc-3590 17 20 in in ADP dpc-3590 17 21 non non ADJ dpc-3590 17 22 - - ADJ dpc-3590 17 23 expert expert ADJ dpc-3590 17 24 clinicians clinician NOUN dpc-3590 17 25 using use VERB dpc-3590 17 26 dermoscopy dermoscopy NOUN dpc-3590 17 27 . . PUNCT dpc-3590 18 1 objectives objective NOUN dpc-3590 18 2 : : PUNCT dpc-3590 18 3 to to PART dpc-3590 18 4 evaluate evaluate VERB dpc-3590 18 5 the the DET dpc-3590 18 6 impact impact NOUN dpc-3590 18 7 of of ADP dpc-3590 18 8 brief brief ADJ dpc-3590 18 9 medical medical ADJ dpc-3590 18 10 training training NOUN dpc-3590 18 11 on on ADP dpc-3590 18 12 the the DET dpc-3590 18 13 three three NUM dpc-3590 18 14 - - PUNCT dpc-3590 18 15 point point NOUN dpc-3590 18 16 dermoscopy dermoscopy NOUN dpc-3590 18 17 algorithm algorithm NOUN dpc-3590 18 18 in in ADP dpc-3590 18 19 third third ADJ dpc-3590 18 20 - - PUNCT dpc-3590 18 21 year year NOUN dpc-3590 18 22 medical medical ADJ dpc-3590 18 23 students student NOUN dpc-3590 18 24 new new ADJ dpc-3590 18 25 to to ADP dpc-3590 18 26 dermatology dermatology NOUN dpc-3590 18 27 and and CCONJ dpc-3590 18 28 to to PART dpc-3590 18 29 determine determine VERB dpc-3590 18 30 the the DET dpc-3590 18 31 levels level NOUN dpc-3590 18 32 of of ADP dpc-3590 18 33 sensitivity sensitivity NOUN dpc-3590 18 34 and and CCONJ dpc-3590 18 35 specificity specificity NOUN dpc-3590 18 36 to to PART dpc-3590 18 37 differentiate differentiate VERB dpc-3590 18 38 malignant malignant ADJ dpc-3590 18 39 and and CCONJ dpc-3590 18 40 benign benign ADJ dpc-3590 18 41 pigmented pigmented ADJ dpc-3590 18 42 lesions lesion NOUN dpc-3590 18 43 . . PUNCT dpc-3590 19 1 methods method NOUN dpc-3590 19 2 : : PUNCT dpc-3590 19 3 optional optional ADJ dpc-3590 19 4 dermoscopy dermoscopy NOUN dpc-3590 19 5 lecture lecture NOUN dpc-3590 19 6 for for ADP dpc-3590 19 7 third third ADJ dpc-3590 19 8 - - PUNCT dpc-3590 19 9 year year NOUN dpc-3590 19 10 medical medical ADJ dpc-3590 19 11 students student NOUN dpc-3590 19 12 new new ADJ dpc-3590 19 13 to to ADP dpc-3590 19 14 dermatology dermatology NOUN dpc-3590 19 15 in in ADP dpc-3590 19 16 the the DET dpc-3590 19 17 context context NOUN dpc-3590 19 18 of of ADP dpc-3590 19 19 general general ADJ dpc-3590 19 20 medical medical ADJ dpc-3590 19 21 semiology semiology NOUN dpc-3590 19 22 courses course NOUN dpc-3590 19 23 , , PUNCT dpc-3590 19 24 with with ADP dpc-3590 19 25 case case NOUN dpc-3590 19 26 discussion discussion NOUN dpc-3590 19 27 and and CCONJ dpc-3590 19 28 evaluation evaluation NOUN dpc-3590 19 29 of of ADP dpc-3590 19 30 50 50 NUM dpc-3590 19 31 dermoscopy dermoscopy NOUN dpc-3590 19 32 cases case NOUN dpc-3590 19 33 ( ( PUNCT dpc-3590 19 34 25 25 NUM dpc-3590 19 35 benign benign ADJ dpc-3590 19 36 and and CCONJ dpc-3590 19 37 25 25 NUM dpc-3590 19 38 malignant malignant NOUN dpc-3590 19 39 ) ) PUNCT dpc-3590 19 40 . . PUNCT dpc-3590 20 1 students student NOUN dpc-3590 20 2 were be AUX dpc-3590 20 3 asked ask VERB dpc-3590 20 4 to to PART dpc-3590 20 5 classify classify VERB dpc-3590 20 6 malignant malignant ADJ dpc-3590 20 7 versus versus ADP dpc-3590 20 8 benign benign ADJ dpc-3590 20 9 pathology pathology NOUN dpc-3590 20 10 based base VERB dpc-3590 20 11 on on ADP dpc-3590 20 12 the the DET dpc-3590 20 13 three three NUM dpc-3590 20 14 - - PUNCT dpc-3590 20 15 point point NOUN dpc-3590 20 16 dermoscopy dermoscopy NOUN dpc-3590 20 17 algorithm algorithm NOUN dpc-3590 20 18 discussed discuss VERB dpc-3590 20 19 . . PUNCT dpc-3590 21 1 sensitivity sensitivity NOUN dpc-3590 21 2 , , PUNCT dpc-3590 21 3 specificity specificity NOUN dpc-3590 21 4 , , PUNCT dpc-3590 21 5 and and CCONJ dpc-3590 21 6 predictive predictive ADJ dpc-3590 21 7 values value NOUN dpc-3590 21 8 were be AUX dpc-3590 21 9 calculated calculate VERB dpc-3590 21 10 according accord VERB dpc-3590 21 11 to to ADP dpc-3590 21 12 the the DET dpc-3590 21 13 students student NOUN dpc-3590 21 14 ’ ' PUNCT dpc-3590 21 15 responses response NOUN dpc-3590 21 16 . . PUNCT dpc-3590 22 1 results result NOUN dpc-3590 22 2 : : PUNCT dpc-3590 22 3 sixty sixty NUM dpc-3590 22 4 - - PUNCT dpc-3590 22 5 five five NUM dpc-3590 22 6 students student NOUN dpc-3590 22 7 provided provide VERB dpc-3590 22 8 3250 3250 NUM dpc-3590 22 9 responses response NOUN dpc-3590 22 10 . . PUNCT dpc-3590 23 1 malignant malignant ADJ dpc-3590 23 2 pathology pathology NOUN dpc-3590 23 3 was be AUX dpc-3590 23 4 misclassified misclassifie VERB dpc-3590 23 5 as as ADP dpc-3590 23 6 benign benign ADJ dpc-3590 23 7 in in ADP dpc-3590 23 8 154 154 NUM dpc-3590 23 9 responses response NOUN dpc-3590 23 10 , , PUNCT dpc-3590 23 11 while while SCONJ dpc-3590 23 12 benign benign ADJ dpc-3590 23 13 pathology pathology NOUN dpc-3590 23 14 was be AUX dpc-3590 23 15 misclassified misclassifie VERB dpc-3590 23 16 as as ADP dpc-3590 23 17 malignant malignant ADJ dpc-3590 23 18 in in ADP dpc-3590 23 19 668 668 NUM dpc-3590 23 20 responses response NOUN dpc-3590 23 21 . . PUNCT dpc-3590 24 1 sensitivity sensitivity NOUN dpc-3590 24 2 and and CCONJ dpc-3590 24 3 specificity specificity NOUN dpc-3590 24 4 for for ADP dpc-3590 24 5 differentiating differentiate VERB dpc-3590 24 6 malignant malignant ADJ dpc-3590 24 7 lesions lesion NOUN dpc-3590 24 8 were be AUX dpc-3590 24 9 89.70 89.70 NUM dpc-3590 24 10 % % NOUN dpc-3590 24 11 and and CCONJ dpc-3590 24 12 61.99 61.99 NUM dpc-3590 24 13 % % NOUN dpc-3590 24 14 , , PUNCT dpc-3590 24 15 respectively respectively ADV dpc-3590 24 16 . . PUNCT dpc-3590 25 1 abstract abstract ADJ dpc-3590 25 2 2 2 NUM dpc-3590 25 3 original original ADJ dpc-3590 25 4 article article NOUN dpc-3590 25 5 | | ADV dpc-3590 25 6 dermatol dermatol ADJ dpc-3590 25 7 pract pract NOUN dpc-3590 25 8 concept concept NOUN dpc-3590 25 9 . . PUNCT dpc-3590 26 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 26 2 introduction introduction NOUN dpc-3590 26 3 melanoma melanoma NOUN dpc-3590 26 4 is be AUX dpc-3590 26 5 a a DET dpc-3590 26 6 life life NOUN dpc-3590 26 7 - - PUNCT dpc-3590 26 8 threatening threaten VERB dpc-3590 26 9 skin skin NOUN dpc-3590 26 10 malignant malignant ADJ dpc-3590 26 11 pathology pathology NOUN dpc-3590 26 12 that that PRON dpc-3590 26 13 requires require VERB dpc-3590 26 14 timely timely ADJ dpc-3590 26 15 and and CCONJ dpc-3590 26 16 efficient efficient ADJ dpc-3590 26 17 diagnosis diagnosis NOUN dpc-3590 26 18 and and CCONJ dpc-3590 26 19 management management NOUN dpc-3590 26 20 . . PUNCT dpc-3590 27 1 when when SCONJ dpc-3590 27 2 detected detect VERB dpc-3590 27 3 at at ADP dpc-3590 27 4 early early ADJ dpc-3590 27 5 stages stage NOUN dpc-3590 27 6 , , PUNCT dpc-3590 27 7 mortality mortality NOUN dpc-3590 27 8 decreases decrease VERB dpc-3590 27 9 significantly significantly ADV dpc-3590 27 10 , , PUNCT dpc-3590 27 11 while while SCONJ dpc-3590 27 12 prognosis prognosis NOUN dpc-3590 27 13 notably notably ADV dpc-3590 27 14 improves improve VERB dpc-3590 27 15 [ [ X dpc-3590 27 16 1 1 NUM dpc-3590 27 17 ] ] PUNCT dpc-3590 27 18 . . PUNCT dpc-3590 28 1 although although SCONJ dpc-3590 28 2 melanoma melanoma NOUN dpc-3590 28 3 is be AUX dpc-3590 28 4 less less ADV dpc-3590 28 5 frequent frequent ADJ dpc-3590 28 6 than than ADP dpc-3590 28 7 other other ADJ dpc-3590 28 8 skin skin NOUN dpc-3590 28 9 malignancies malignancy NOUN dpc-3590 28 10 , , PUNCT dpc-3590 28 11 it it PRON dpc-3590 28 12 is be AUX dpc-3590 28 13 one one NUM dpc-3590 28 14 of of ADP dpc-3590 28 15 the the DET dpc-3590 28 16 most most ADV dpc-3590 28 17 aggressive aggressive ADJ dpc-3590 28 18 forms form NOUN dpc-3590 28 19 of of ADP dpc-3590 28 20 skin skin NOUN dpc-3590 28 21 cancer cancer NOUN dpc-3590 28 22 and and CCONJ dpc-3590 28 23 has have VERB dpc-3590 28 24 a a DET dpc-3590 28 25 significant significant ADJ dpc-3590 28 26 associated associate VERB dpc-3590 28 27 mortality mortality NOUN dpc-3590 28 28 [ [ X dpc-3590 28 29 2 2 NUM dpc-3590 28 30 ] ] PUNCT dpc-3590 28 31 . . PUNCT dpc-3590 29 1 given give VERB dpc-3590 29 2 that that PRON dpc-3590 29 3 early early ADJ dpc-3590 29 4 removal removal NOUN dpc-3590 29 5 of of ADP dpc-3590 29 6 melanoma melanoma NOUN dpc-3590 29 7 significantly significantly ADV dpc-3590 29 8 improves improve VERB dpc-3590 29 9 clinical clinical ADJ dpc-3590 29 10 outcomes outcome NOUN dpc-3590 29 11 and and CCONJ dpc-3590 29 12 life life NOUN dpc-3590 29 13 expectancy expectancy NOUN dpc-3590 29 14 , , PUNCT dpc-3590 29 15 excision excision NOUN dpc-3590 29 16 of of ADP dpc-3590 29 17 lesions lesion NOUN dpc-3590 29 18 either either CCONJ dpc-3590 29 19 clinically clinically ADV dpc-3590 29 20 or or CCONJ dpc-3590 29 21 dermoscopically dermoscopically ADV dpc-3590 29 22 suggestive suggestive ADJ dpc-3590 29 23 of of ADP dpc-3590 29 24 melanoma melanoma NOUN dpc-3590 29 25 is be AUX dpc-3590 29 26 of of ADP dpc-3590 29 27 utmost utmost ADJ dpc-3590 29 28 importance importance NOUN dpc-3590 29 29 , , PUNCT dpc-3590 29 30 while while SCONJ dpc-3590 29 31 removing remove VERB dpc-3590 29 32 benign benign ADJ dpc-3590 29 33 lesions lesion NOUN dpc-3590 29 34 should should AUX dpc-3590 29 35 be be AUX dpc-3590 29 36 minimized minimize VERB dpc-3590 29 37 . . PUNCT dpc-3590 30 1 in in ADP dpc-3590 30 2 the the DET dpc-3590 30 3 primary primary ADJ dpc-3590 30 4 healthcare healthcare NOUN dpc-3590 30 5 setting setting NOUN dpc-3590 30 6 , , PUNCT dpc-3590 30 7 using use VERB dpc-3590 30 8 the the DET dpc-3590 30 9 abcd abcd NOUN dpc-3590 30 10 ( ( PUNCT dpc-3590 30 11 asymmetry asymmetry NOUN dpc-3590 30 12 , , PUNCT dpc-3590 30 13 borders border NOUN dpc-3590 30 14 , , PUNCT dpc-3590 30 15 color color NOUN dpc-3590 30 16 , , PUNCT dpc-3590 30 17 diameter diameter NOUN dpc-3590 30 18 ) ) PUNCT dpc-3590 30 19 acronym acronym NOUN dpc-3590 30 20 for for ADP dpc-3590 30 21 melanoma melanoma NOUN dpc-3590 30 22 screening screening NOUN dpc-3590 30 23 has have AUX dpc-3590 30 24 been be AUX dpc-3590 30 25 widely widely ADV dpc-3590 30 26 implemented implement VERB dpc-3590 30 27 and and CCONJ dpc-3590 30 28 provides provide VERB dpc-3590 30 29 a a DET dpc-3590 30 30 useful useful ADJ dpc-3590 30 31 mnemonic mnemonic NOUN dpc-3590 30 32 to to PART dpc-3590 30 33 aid aid VERB dpc-3590 30 34 early early ADJ dpc-3590 30 35 clinical clinical ADJ dpc-3590 30 36 recognition recognition NOUN dpc-3590 30 37 and and CCONJ dpc-3590 30 38 efficient efficient ADJ dpc-3590 30 39 referral referral NOUN dpc-3590 30 40 to to ADP dpc-3590 30 41 dermatology dermatology NOUN dpc-3590 30 42 for for ADP dpc-3590 30 43 confirmation confirmation NOUN dpc-3590 30 44 [ [ X dpc-3590 30 45 3 3 NUM dpc-3590 30 46 ] ] PUNCT dpc-3590 30 47 . . PUNCT dpc-3590 31 1 however however ADV dpc-3590 31 2 , , PUNCT dpc-3590 31 3 other other ADJ dpc-3590 31 4 tools tool NOUN dpc-3590 31 5 such such ADJ dpc-3590 31 6 as as ADP dpc-3590 31 7 dermoscopy dermoscopy NOUN dpc-3590 31 8 can can AUX dpc-3590 31 9 notably notably ADV dpc-3590 31 10 improve improve VERB dpc-3590 31 11 diagnostic diagnostic ADJ dpc-3590 31 12 accuracy accuracy NOUN dpc-3590 31 13 in in ADP dpc-3590 31 14 cases case NOUN dpc-3590 31 15 where where SCONJ dpc-3590 31 16 the the DET dpc-3590 31 17 abcd abcd PROPN dpc-3590 31 18 criteria criterion NOUN dpc-3590 31 19 might might AUX dpc-3590 31 20 be be AUX dpc-3590 31 21 inconclusive inconclusive ADJ dpc-3590 31 22 [ [ X dpc-3590 31 23 4 4 NUM dpc-3590 31 24 ] ] PUNCT dpc-3590 31 25 . . PUNCT dpc-3590 32 1 it it PRON dpc-3590 32 2 is be AUX dpc-3590 32 3 a a DET dpc-3590 32 4 non non ADJ dpc-3590 32 5 - - ADJ dpc-3590 32 6 invasive invasive ADJ dpc-3590 32 7 tool tool NOUN dpc-3590 32 8 that that PRON dpc-3590 32 9 allows allow VERB dpc-3590 32 10 the the DET dpc-3590 32 11 recognition recognition NOUN dpc-3590 32 12 of of ADP dpc-3590 32 13 microscopic microscopic ADJ dpc-3590 32 14 patterns pattern NOUN dpc-3590 32 15 and and CCONJ dpc-3590 32 16 structures structure NOUN dpc-3590 32 17 not not PART dpc-3590 32 18 visible visible ADJ dpc-3590 32 19 to to ADP dpc-3590 32 20 the the DET dpc-3590 32 21 naked naked ADJ dpc-3590 32 22 eye eye NOUN dpc-3590 32 23 [ [ X dpc-3590 32 24 5 5 NUM dpc-3590 32 25 ] ] PUNCT dpc-3590 32 26 . . PUNCT dpc-3590 33 1 although although SCONJ dpc-3590 33 2 for for ADP dpc-3590 33 3 the the DET dpc-3590 33 4 trained train VERB dpc-3590 33 5 eye eye NOUN dpc-3590 33 6 , , PUNCT dpc-3590 33 7 the the DET dpc-3590 33 8 recognition recognition NOUN dpc-3590 33 9 of of ADP dpc-3590 33 10 said say VERB dpc-3590 33 11 patterns pattern NOUN dpc-3590 33 12 and and CCONJ dpc-3590 33 13 structures structure NOUN dpc-3590 33 14 provides provide VERB dpc-3590 33 15 great great ADJ dpc-3590 33 16 value value NOUN dpc-3590 33 17 in in ADP dpc-3590 33 18 diagnostic diagnostic ADJ dpc-3590 33 19 accuracy accuracy NOUN dpc-3590 33 20 and and CCONJ dpc-3590 33 21 confidence confidence NOUN dpc-3590 33 22 in in ADP dpc-3590 33 23 the the DET dpc-3590 33 24 clinical clinical ADJ dpc-3590 33 25 diagnosis diagnosis NOUN dpc-3590 33 26 [ [ X dpc-3590 33 27 6 6 NUM dpc-3590 33 28 ] ] PUNCT dpc-3590 33 29 , , PUNCT dpc-3590 33 30 it it PRON dpc-3590 33 31 is be AUX dpc-3590 33 32 emphasized emphasize VERB dpc-3590 33 33 that that SCONJ dpc-3590 33 34 it it PRON dpc-3590 33 35 requires require VERB dpc-3590 33 36 extensive extensive ADJ dpc-3590 33 37 experience experience NOUN dpc-3590 33 38 and and CCONJ dpc-3590 33 39 is be AUX dpc-3590 33 40 best well ADV dpc-3590 33 41 used use VERB dpc-3590 33 42 by by ADP dpc-3590 33 43 well well ADV dpc-3590 33 44 - - PUNCT dpc-3590 33 45 trained train VERB dpc-3590 33 46 specialists specialist NOUN dpc-3590 33 47 [ [ X dpc-3590 33 48 7 7 NUM dpc-3590 33 49 ] ] PUNCT dpc-3590 33 50 . . PUNCT dpc-3590 34 1 to to PART dpc-3590 34 2 make make VERB dpc-3590 34 3 dermoscopy dermoscopy VERB dpc-3590 34 4 more more ADV dpc-3590 34 5 accessible accessible ADJ dpc-3590 34 6 to to ADP dpc-3590 34 7 primary primary ADJ dpc-3590 34 8 healthcare healthcare PROPN dpc-3590 34 9 physicians physician NOUN dpc-3590 34 10 , , PUNCT dpc-3590 34 11 and and CCONJ dpc-3590 34 12 consequently consequently ADV dpc-3590 34 13 , , PUNCT dpc-3590 34 14 to to PART dpc-3590 34 15 improve improve VERB dpc-3590 34 16 suspicion suspicion NOUN dpc-3590 34 17 and and CCONJ dpc-3590 34 18 timely timely ADJ dpc-3590 34 19 referral referral NOUN dpc-3590 34 20 to to ADP dpc-3590 34 21 dermatology dermatology NOUN dpc-3590 34 22 , , PUNCT dpc-3590 34 23 developing develop VERB dpc-3590 34 24 a a DET dpc-3590 34 25 simplified simplified ADJ dpc-3590 34 26 model model NOUN dpc-3590 34 27 for for ADP dpc-3590 34 28 dermoscopic dermoscopic ADJ dpc-3590 34 29 evaluation evaluation NOUN dpc-3590 34 30 is be AUX dpc-3590 34 31 a a DET dpc-3590 34 32 necessary necessary ADJ dpc-3590 34 33 measure measure NOUN dpc-3590 34 34 to to PART dpc-3590 34 35 implement implement VERB dpc-3590 34 36 in in ADP dpc-3590 34 37 primary primary ADJ dpc-3590 34 38 care care NOUN dpc-3590 34 39 . . PUNCT dpc-3590 35 1 this this PRON dpc-3590 35 2 allows allow VERB dpc-3590 35 3 the the DET dpc-3590 35 4 physician physician NOUN dpc-3590 35 5 to to PART dpc-3590 35 6 determine determine VERB dpc-3590 35 7 whether whether SCONJ dpc-3590 35 8 the the DET dpc-3590 35 9 lesion lesion NOUN dpc-3590 35 10 is be AUX dpc-3590 35 11 malignant malignant ADJ dpc-3590 35 12 or or CCONJ dpc-3590 35 13 benign benign ADJ dpc-3590 35 14 , , PUNCT dpc-3590 35 15 which which PRON dpc-3590 35 16 should should AUX dpc-3590 35 17 be be AUX dpc-3590 35 18 the the DET dpc-3590 35 19 focus focus NOUN dpc-3590 35 20 of of ADP dpc-3590 35 21 primary primary ADJ dpc-3590 35 22 care care NOUN dpc-3590 35 23 . . PUNCT dpc-3590 36 1 for for ADP dpc-3590 36 2 these these DET dpc-3590 36 3 reasons reason NOUN dpc-3590 36 4 , , PUNCT dpc-3590 36 5 a a DET dpc-3590 36 6 three three NUM dpc-3590 36 7 - - PUNCT dpc-3590 36 8 point point NOUN dpc-3590 36 9 checklist checklist NOUN dpc-3590 36 10 dermoscopic dermoscopic NOUN dpc-3590 36 11 evaluation evaluation NOUN dpc-3590 36 12 was be AUX dpc-3590 36 13 developed develop VERB dpc-3590 36 14 [ [ X dpc-3590 36 15 8 8 NUM dpc-3590 36 16 ] ] PUNCT dpc-3590 36 17 . . PUNCT dpc-3590 37 1 this this PRON dpc-3590 37 2 emphasizes emphasize VERB dpc-3590 37 3 the the DET dpc-3590 37 4 targeted targeted ADJ dpc-3590 37 5 evaluation evaluation NOUN dpc-3590 37 6 of of ADP dpc-3590 37 7 asymmetry asymmetry NOUN dpc-3590 37 8 ( ( PUNCT dpc-3590 37 9 either either CCONJ dpc-3590 37 10 colors color NOUN dpc-3590 37 11 or or CCONJ dpc-3590 37 12 structures structure NOUN dpc-3590 37 13 ) ) PUNCT dpc-3590 37 14 , , PUNCT dpc-3590 37 15 the the DET dpc-3590 37 16 presence presence NOUN dpc-3590 37 17 of of ADP dpc-3590 37 18 atypical atypical ADJ dpc-3590 37 19 pigmented pigmented ADJ dpc-3590 37 20 networks network NOUN dpc-3590 37 21 , , PUNCT dpc-3590 37 22 and and CCONJ dpc-3590 37 23 the the DET dpc-3590 37 24 presence presence NOUN dpc-3590 37 25 of of ADP dpc-3590 37 26 white white ADJ dpc-3590 37 27 - - PUNCT dpc-3590 37 28 blue blue ADJ dpc-3590 37 29 structures structure NOUN dpc-3590 37 30 [ [ X dpc-3590 37 31 8 8 NUM dpc-3590 37 32 ] ] PUNCT dpc-3590 37 33 . . PUNCT dpc-3590 38 1 suspicion suspicion NOUN dpc-3590 38 2 of of ADP dpc-3590 38 3 malignant malignant ADJ dpc-3590 38 4 skin skin NOUN dpc-3590 38 5 pathology pathology NOUN dpc-3590 38 6 should should AUX dpc-3590 38 7 be be AUX dpc-3590 38 8 present present ADJ dpc-3590 38 9 when when SCONJ dpc-3590 38 10 two two NUM dpc-3590 38 11 out out ADP dpc-3590 38 12 of of ADP dpc-3590 38 13 the the DET dpc-3590 38 14 three three NUM dpc-3590 38 15 previously previously ADV dpc-3590 38 16 mentioned mention VERB dpc-3590 38 17 elements element NOUN dpc-3590 38 18 are be AUX dpc-3590 38 19 observed observe VERB dpc-3590 38 20 at at ADP dpc-3590 38 21 the the DET dpc-3590 38 22 dermoscopic dermoscopic ADJ dpc-3590 38 23 evaluation evaluation NOUN dpc-3590 38 24 . . PUNCT dpc-3590 39 1 this this DET dpc-3590 39 2 method method NOUN dpc-3590 39 3 has have AUX dpc-3590 39 4 revolutionized revolutionize VERB dpc-3590 39 5 the the DET dpc-3590 39 6 clinical clinical ADJ dpc-3590 39 7 approach approach NOUN dpc-3590 39 8 of of ADP dpc-3590 39 9 the the DET dpc-3590 39 10 general general ADJ dpc-3590 39 11 physician physician NOUN dpc-3590 39 12 when when SCONJ dpc-3590 39 13 suspecting suspect VERB dpc-3590 39 14 a a DET dpc-3590 39 15 malignant malignant ADJ dpc-3590 39 16 skin skin NOUN dpc-3590 39 17 lesion lesion NOUN dpc-3590 39 18 and and CCONJ dpc-3590 39 19 has have AUX dpc-3590 39 20 allowed allow VERB dpc-3590 39 21 for for ADP dpc-3590 39 22 the the DET dpc-3590 39 23 optimization optimization NOUN dpc-3590 39 24 of of ADP dpc-3590 39 25 referral referral NOUN dpc-3590 39 26 to to ADP dpc-3590 39 27 dermatology dermatology NOUN dpc-3590 39 28 [ [ X dpc-3590 39 29 9 9 NUM dpc-3590 39 30 ] ] PUNCT dpc-3590 39 31 . . PUNCT dpc-3590 40 1 in in ADP dpc-3590 40 2 the the DET dpc-3590 40 3 chilean chilean PROPN dpc-3590 40 4 healthcare healthcare PROPN dpc-3590 40 5 system system NOUN dpc-3590 40 6 , , PUNCT dpc-3590 40 7 primary primary ADJ dpc-3590 40 8 healthcare healthcare NOUN dpc-3590 40 9 functions function NOUN dpc-3590 40 10 as as ADP dpc-3590 40 11 a a DET dpc-3590 40 12 gateway gateway NOUN dpc-3590 40 13 for for ADP dpc-3590 40 14 the the DET dpc-3590 40 15 patient patient NOUN dpc-3590 40 16 to to ADP dpc-3590 40 17 the the DET dpc-3590 40 18 secondary secondary ADJ dpc-3590 40 19 and and CCONJ dpc-3590 40 20 tertiary tertiary ADJ dpc-3590 40 21 levels level NOUN dpc-3590 40 22 of of ADP dpc-3590 40 23 attention attention NOUN dpc-3590 40 24 , , PUNCT dpc-3590 40 25 where where SCONJ dpc-3590 40 26 most most ADJ dpc-3590 40 27 of of ADP dpc-3590 40 28 the the DET dpc-3590 40 29 specialized specialized ADJ dpc-3590 40 30 resources resource NOUN dpc-3590 40 31 are be AUX dpc-3590 40 32 concentrated concentrate VERB dpc-3590 40 33 . . PUNCT dpc-3590 41 1 therefore therefore ADV dpc-3590 41 2 , , PUNCT dpc-3590 41 3 the the DET dpc-3590 41 4 general general ADJ dpc-3590 41 5 physician physician NOUN dpc-3590 41 6 working work VERB dpc-3590 41 7 at at ADP dpc-3590 41 8 the the DET dpc-3590 41 9 primary primary ADJ dpc-3590 41 10 healthcare healthcare NOUN dpc-3590 41 11 centers center NOUN dpc-3590 41 12 is be AUX dpc-3590 41 13 the the DET dpc-3590 41 14 professional professional NOUN dpc-3590 41 15 that that PRON dpc-3590 41 16 will will AUX dpc-3590 41 17 most most ADV dpc-3590 41 18 likely likely ADV dpc-3590 41 19 be be AUX dpc-3590 41 20 exposed expose VERB dpc-3590 41 21 to to ADP dpc-3590 41 22 a a DET dpc-3590 41 23 malignant malignant ADJ dpc-3590 41 24 diagnosis diagnosis NOUN dpc-3590 41 25 at at ADP dpc-3590 41 26 its its PRON dpc-3590 41 27 earliest early ADJ dpc-3590 41 28 stages stage NOUN dpc-3590 41 29 and and CCONJ dpc-3590 41 30 consequently consequently ADV dpc-3590 41 31 is be AUX dpc-3590 41 32 the the DET dpc-3590 41 33 principal principal ADJ dpc-3590 41 34 healthcare healthcare NOUN dpc-3590 41 35 agent agent NOUN dpc-3590 41 36 in in ADP dpc-3590 41 37 charge charge NOUN dpc-3590 41 38 of of ADP dpc-3590 41 39 early early ADJ dpc-3590 41 40 suspicion suspicion NOUN dpc-3590 41 41 and and CCONJ dpc-3590 41 42 timely timely ADJ dpc-3590 41 43 referral referral NOUN dpc-3590 41 44 . . PUNCT dpc-3590 42 1 nowadays nowadays ADV dpc-3590 42 2 , , PUNCT dpc-3590 42 3 most most ADJ dpc-3590 42 4 of of ADP dpc-3590 42 5 the the DET dpc-3590 42 6 referrals referral NOUN dpc-3590 42 7 from from ADP dpc-3590 42 8 primary primary ADJ dpc-3590 42 9 care care NOUN dpc-3590 42 10 to to ADP dpc-3590 42 11 dermatology dermatology NOUN dpc-3590 42 12 are be AUX dpc-3590 42 13 done do VERB dpc-3590 42 14 via via ADP dpc-3590 42 15 a a DET dpc-3590 42 16 public public ADJ dpc-3590 42 17 teledermatology teledermatology NOUN dpc-3590 42 18 platform platform NOUN dpc-3590 42 19 implemented implement VERB dpc-3590 42 20 in in ADP dpc-3590 42 21 december december PROPN dpc-3590 42 22 2018 2018 NUM dpc-3590 43 1 [ [ X dpc-3590 43 2 10 10 NUM dpc-3590 43 3 ] ] PUNCT dpc-3590 43 4 . . PUNCT dpc-3590 44 1 this this DET dpc-3590 44 2 platform platform NOUN dpc-3590 44 3 works work VERB dpc-3590 44 4 as as ADP dpc-3590 44 5 a a DET dpc-3590 44 6 store store NOUN dpc-3590 44 7 - - PUNCT dpc-3590 44 8 andforward andforward NOUN dpc-3590 44 9 teledermatology teledermatology NOUN dpc-3590 44 10 service service NOUN dpc-3590 44 11 that that PRON dpc-3590 44 12 covers cover VERB dpc-3590 44 13 all all DET dpc-3590 44 14 the the DET dpc-3590 44 15 primary primary ADJ dpc-3590 44 16 healthcare healthcare NOUN dpc-3590 44 17 centers center NOUN dpc-3590 44 18 in in ADP dpc-3590 44 19 the the DET dpc-3590 44 20 chilean chilean ADJ dpc-3590 44 21 territory territory NOUN dpc-3590 44 22 [ [ X dpc-3590 44 23 11 11 NUM dpc-3590 44 24 ] ] PUNCT dpc-3590 44 25 . . PUNCT dpc-3590 45 1 the the DET dpc-3590 45 2 implementation implementation NOUN dpc-3590 45 3 of of ADP dpc-3590 45 4 this this DET dpc-3590 45 5 platform platform NOUN dpc-3590 45 6 has have AUX dpc-3590 45 7 allowed allow VERB dpc-3590 45 8 for for ADP dpc-3590 45 9 the the DET dpc-3590 45 10 support support NOUN dpc-3590 45 11 of of ADP dpc-3590 45 12 primary primary ADJ dpc-3590 45 13 care care NOUN dpc-3590 45 14 with with ADP dpc-3590 45 15 remote remote ADJ dpc-3590 45 16 diagnostic diagnostic ADJ dpc-3590 45 17 and and CCONJ dpc-3590 45 18 therapeutic therapeutic ADJ dpc-3590 45 19 suggestions suggestion NOUN dpc-3590 45 20 from from ADP dpc-3590 45 21 specialists specialist NOUN dpc-3590 45 22 [ [ X dpc-3590 45 23 12 12 NUM dpc-3590 45 24 ] ] PUNCT dpc-3590 45 25 . . PUNCT dpc-3590 46 1 it it PRON dpc-3590 46 2 has have AUX dpc-3590 46 3 also also ADV dpc-3590 46 4 allowed allow VERB dpc-3590 46 5 for for ADP dpc-3590 46 6 the the DET dpc-3590 46 7 optimization optimization NOUN dpc-3590 46 8 of of ADP dpc-3590 46 9 referrals referral NOUN dpc-3590 46 10 to to ADP dpc-3590 46 11 the the DET dpc-3590 46 12 specialty specialty NOUN dpc-3590 46 13 and and CCONJ dpc-3590 46 14 for for ADP dpc-3590 46 15 the the DET dpc-3590 46 16 reduction reduction NOUN dpc-3590 46 17 of of ADP dpc-3590 46 18 waiting waiting NOUN dpc-3590 46 19 times time NOUN dpc-3590 46 20 for for ADP dpc-3590 46 21 a a DET dpc-3590 46 22 specialist specialist ADJ dpc-3590 46 23 evaluation evaluation NOUN dpc-3590 46 24 [ [ X dpc-3590 46 25 13 13 NUM dpc-3590 46 26 ] ] PUNCT dpc-3590 46 27 . . PUNCT dpc-3590 47 1 along along ADP dpc-3590 47 2 the the DET dpc-3590 47 3 same same ADJ dpc-3590 47 4 line line NOUN dpc-3590 47 5 of of ADP dpc-3590 47 6 work work NOUN dpc-3590 47 7 , , PUNCT dpc-3590 47 8 there there PRON dpc-3590 47 9 has have AUX dpc-3590 47 10 been be AUX dpc-3590 47 11 a a DET dpc-3590 47 12 recent recent ADJ dpc-3590 47 13 implementation implementation NOUN dpc-3590 47 14 of of ADP dpc-3590 47 15 portable portable ADJ dpc-3590 47 16 dermatoscopes dermatoscope NOUN dpc-3590 47 17 at at ADP dpc-3590 47 18 some some DET dpc-3590 47 19 primary primary ADJ dpc-3590 47 20 healthcare healthcare NOUN dpc-3590 47 21 centers center NOUN dpc-3590 47 22 . . PUNCT dpc-3590 48 1 this this DET dpc-3590 48 2 instrument instrument NOUN dpc-3590 48 3 can can AUX dpc-3590 48 4 be be AUX dpc-3590 48 5 used use VERB dpc-3590 48 6 by by ADP dpc-3590 48 7 the the DET dpc-3590 48 8 general general ADJ dpc-3590 48 9 physician physician NOUN dpc-3590 48 10 at at ADP dpc-3590 48 11 the the DET dpc-3590 48 12 primary primary ADJ dpc-3590 48 13 care care NOUN dpc-3590 48 14 center center NOUN dpc-3590 48 15 to to PART dpc-3590 48 16 capture capture VERB dpc-3590 48 17 dermoscopic dermoscopic ADJ dpc-3590 48 18 images image NOUN dpc-3590 48 19 , , PUNCT dpc-3590 48 20 which which PRON dpc-3590 48 21 can can AUX dpc-3590 48 22 be be AUX dpc-3590 48 23 uploaded upload VERB dpc-3590 48 24 to to ADP dpc-3590 48 25 the the DET dpc-3590 48 26 chilean chilean ADJ dpc-3590 48 27 teledermatology teledermatology NOUN dpc-3590 48 28 platform platform NOUN dpc-3590 48 29 . . PUNCT dpc-3590 49 1 the the DET dpc-3590 49 2 latter latter ADJ dpc-3590 49 3 was be AUX dpc-3590 49 4 implemented implement VERB dpc-3590 49 5 since since SCONJ dpc-3590 49 6 it it PRON dpc-3590 49 7 was be AUX dpc-3590 49 8 observed observe VERB dpc-3590 49 9 at at ADP dpc-3590 49 10 the the DET dpc-3590 49 11 early early ADJ dpc-3590 49 12 implementation implementation NOUN dpc-3590 49 13 of of ADP dpc-3590 49 14 the the DET dpc-3590 49 15 teledermatology teledermatology NOUN dpc-3590 49 16 program program NOUN dpc-3590 49 17 that that PRON dpc-3590 49 18 a a DET dpc-3590 49 19 considerable considerable ADJ dpc-3590 49 20 number number NOUN dpc-3590 49 21 of of ADP dpc-3590 49 22 referrals referral NOUN dpc-3590 49 23 for for ADP dpc-3590 49 24 face face NOUN dpc-3590 49 25 - - PUNCT dpc-3590 49 26 to to ADP dpc-3590 49 27 - - PUNCT dpc-3590 49 28 face face NOUN dpc-3590 49 29 evaluation evaluation NOUN dpc-3590 49 30 due due ADP dpc-3590 49 31 to to ADP dpc-3590 49 32 melanocytic melanocytic ADJ dpc-3590 49 33 lesions lesion NOUN dpc-3590 49 34 were be AUX dpc-3590 49 35 cases case NOUN dpc-3590 49 36 that that PRON dpc-3590 49 37 required require VERB dpc-3590 49 38 a a DET dpc-3590 49 39 dermoscopic dermoscopic ADJ dpc-3590 49 40 examination examination NOUN dpc-3590 49 41 , , PUNCT dpc-3590 49 42 which which PRON dpc-3590 49 43 could could AUX dpc-3590 49 44 not not PART dpc-3590 49 45 be be AUX dpc-3590 49 46 done do VERB dpc-3590 49 47 in in ADP dpc-3590 49 48 primary primary ADJ dpc-3590 49 49 care care NOUN dpc-3590 50 1 [ [ X dpc-3590 50 2 10 10 NUM dpc-3590 50 3 , , PUNCT dpc-3590 50 4 11 11 NUM dpc-3590 50 5 , , PUNCT dpc-3590 50 6 12 12 NUM dpc-3590 50 7 ] ] PUNCT dpc-3590 50 8 . . PUNCT dpc-3590 51 1 for for ADP dpc-3590 51 2 the the DET dpc-3590 51 3 aforementioned aforementioned ADJ dpc-3590 51 4 reasons reason NOUN dpc-3590 51 5 , , PUNCT dpc-3590 51 6 the the DET dpc-3590 51 7 chilean chilean ADJ dpc-3590 51 8 primary primary ADJ dpc-3590 51 9 healthcare healthcare PROPN dpc-3590 51 10 context context NOUN dpc-3590 51 11 is be AUX dpc-3590 51 12 an an DET dpc-3590 51 13 ideal ideal ADJ dpc-3590 51 14 candidate candidate NOUN dpc-3590 51 15 for for ADP dpc-3590 51 16 the the DET dpc-3590 51 17 implementation implementation NOUN dpc-3590 51 18 of of ADP dpc-3590 51 19 the the DET dpc-3590 51 20 three three NUM dpc-3590 51 21 - - PUNCT dpc-3590 51 22 point point NOUN dpc-3590 51 23 dermoscopy dermoscopy NOUN dpc-3590 51 24 method method NOUN dpc-3590 51 25 for for ADP dpc-3590 51 26 melanoma melanoma NOUN dpc-3590 51 27 screening screening NOUN dpc-3590 51 28 proposed propose VERB dpc-3590 51 29 by by ADP dpc-3590 51 30 soyer soyer PROPN dpc-3590 51 31     SPACE dpc-3590 51 32 et et PROPN dpc-3590 51 33 al al PROPN dpc-3590 51 34 . . PUNCT dpc-3590 51 35     SPACE dpc-3590 52 1 [ [ X dpc-3590 52 2 8 8 NUM dpc-3590 52 3 ] ] PUNCT dpc-3590 52 4 . . PUNCT dpc-3590 53 1 having have VERB dpc-3590 53 2 an an DET dpc-3590 53 3 alerted alerted ADJ dpc-3590 53 4 workforce workforce NOUN dpc-3590 53 5 of of ADP dpc-3590 53 6 general general ADJ dpc-3590 53 7 physicians physician NOUN dpc-3590 53 8 in in ADP dpc-3590 53 9 primary primary ADJ dpc-3590 53 10 care care NOUN dpc-3590 53 11 , , PUNCT dpc-3590 53 12 with with ADP dpc-3590 53 13 support support NOUN dpc-3590 53 14 from from ADP dpc-3590 53 15 the the DET dpc-3590 53 16 specialist specialist NOUN dpc-3590 53 17 through through ADP dpc-3590 53 18 a a DET dpc-3590 53 19 public public ADJ dpc-3590 53 20 teledermatology teledermatology NOUN dpc-3590 53 21 platform platform NOUN dpc-3590 53 22 , , PUNCT dpc-3590 53 23 and and CCONJ dpc-3590 53 24 a a DET dpc-3590 53 25 growing grow VERB dpc-3590 53 26 implementation implementation NOUN dpc-3590 53 27 of of ADP dpc-3590 53 28 dermatoscopes dermatoscope NOUN dpc-3590 53 29 in in ADP dpc-3590 53 30 primary primary ADJ dpc-3590 53 31 healthcare healthcare NOUN dpc-3590 53 32 centers center NOUN dpc-3590 53 33 could could AUX dpc-3590 53 34 further far ADV dpc-3590 53 35 optimize optimize VERB dpc-3590 53 36 the the DET dpc-3590 53 37 flow flow NOUN dpc-3590 53 38 of of ADP dpc-3590 53 39 referrals referral NOUN dpc-3590 53 40 of of ADP dpc-3590 53 41 malignant malignant ADJ dpc-3590 53 42 skin skin NOUN dpc-3590 53 43 pathology pathology NOUN dpc-3590 53 44 suspicion suspicion NOUN dpc-3590 53 45 to to ADP dpc-3590 53 46 the the DET dpc-3590 53 47 specialist specialist NOUN dpc-3590 53 48 . . PUNCT dpc-3590 54 1 given give VERB dpc-3590 54 2 the the DET dpc-3590 54 3 necessity necessity NOUN dpc-3590 54 4 of of ADP dpc-3590 54 5 timely timely ADJ dpc-3590 54 6 intervention intervention NOUN dpc-3590 54 7 in in ADP dpc-3590 54 8 suspected suspect VERB dpc-3590 54 9 melanoma melanoma NOUN dpc-3590 54 10 cases case NOUN dpc-3590 54 11 , , PUNCT dpc-3590 54 12 implementing implement VERB dpc-3590 54 13 the the DET dpc-3590 54 14 three three NUM dpc-3590 54 15 - - PUNCT dpc-3590 54 16 point point NOUN dpc-3590 54 17 dermoscopy dermoscopy NOUN dpc-3590 54 18 moderate moderate ADJ dpc-3590 54 19 interobserver interobserver PROPN dpc-3590 54 20 agreement agreement NOUN dpc-3590 54 21 was be AUX dpc-3590 54 22 found find VERB dpc-3590 54 23 ( ( PUNCT dpc-3590 54 24 kappa kappa ADJ dpc-3590 54 25 value value NOUN dpc-3590 54 26 = = PROPN dpc-3590 54 27 0.50 0.50 NUM dpc-3590 54 28 ; ; PUNCT dpc-3590 55 1 [ [ X dpc-3590 55 2 ci ci NOUN dpc-3590 55 3 : : PUNCT dpc-3590 55 4 0.47–0.54 0.47–0.54 NUM dpc-3590 55 5 ] ] PUNCT dpc-3590 55 6 ) ) PUNCT dpc-3590 55 7 . . PUNCT dpc-3590 56 1 conclusion conclusion NOUN dpc-3590 56 2 : : PUNCT dpc-3590 56 3 when when SCONJ dpc-3590 56 4 evaluating evaluate VERB dpc-3590 56 5 melanocytic melanocytic ADJ dpc-3590 56 6 lesions lesion NOUN dpc-3590 56 7 , , PUNCT dpc-3590 56 8 the the DET dpc-3590 56 9 focus focus NOUN dpc-3590 56 10 of of ADP dpc-3590 56 11 primary primary ADJ dpc-3590 56 12 healthcare healthcare NOUN dpc-3590 56 13 and and CCONJ dpc-3590 56 14 general general ADJ dpc-3590 56 15 medical medical ADJ dpc-3590 56 16 education education NOUN dpc-3590 56 17 should should AUX dpc-3590 56 18 emphasize emphasize VERB dpc-3590 56 19 the the DET dpc-3590 56 20 correct correct ADJ dpc-3590 56 21 determination determination NOUN dpc-3590 56 22 of of ADP dpc-3590 56 23 malignant malignant ADJ dpc-3590 56 24 or or CCONJ dpc-3590 56 25 benign benign ADJ dpc-3590 56 26 pathology pathology NOUN dpc-3590 56 27 . . PUNCT dpc-3590 57 1 teaching teach VERB dpc-3590 57 2 the the DET dpc-3590 57 3 three three NUM dpc-3590 57 4 - - PUNCT dpc-3590 57 5 point point NOUN dpc-3590 57 6 dermoscopy dermoscopy NOUN dpc-3590 57 7 rule rule NOUN dpc-3590 57 8 to to ADP dpc-3590 57 9 medical medical ADJ dpc-3590 57 10 students student NOUN dpc-3590 57 11 new new ADJ dpc-3590 57 12 to to ADP dpc-3590 57 13 dermatology dermatology NOUN dpc-3590 57 14 yields yield NOUN dpc-3590 57 15 satisfactory satisfactory ADJ dpc-3590 57 16 levels level NOUN dpc-3590 57 17 of of ADP dpc-3590 57 18 sensitivity sensitivity NOUN dpc-3590 57 19 and and CCONJ dpc-3590 57 20 specificity specificity NOUN dpc-3590 57 21 , , PUNCT dpc-3590 57 22 comparable comparable ADJ dpc-3590 57 23 to to ADP dpc-3590 57 24 general general ADJ dpc-3590 57 25 physicians physician NOUN dpc-3590 57 26 . . PUNCT dpc-3590 58 1 original original ADJ dpc-3590 58 2 article article NOUN dpc-3590 58 3 | | ADV dpc-3590 58 4 dermatol dermatol ADJ dpc-3590 58 5 pract pract NOUN dpc-3590 58 6 concept concept NOUN dpc-3590 58 7 . . PUNCT dpc-3590 59 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 59 2 3 3 NUM dpc-3590 59 3 algorithm algorithm NOUN dpc-3590 59 4 alongside alongside ADP dpc-3590 59 5 current current ADJ dpc-3590 59 6 measures measure NOUN dpc-3590 59 7 could could AUX dpc-3590 59 8 have have VERB dpc-3590 59 9 an an DET dpc-3590 59 10 enormous enormous ADJ dpc-3590 59 11 impact impact NOUN dpc-3590 59 12 on on ADP dpc-3590 59 13 early early ADJ dpc-3590 59 14 diagnosis diagnosis NOUN dpc-3590 59 15 and and CCONJ dpc-3590 59 16 referral referral NOUN dpc-3590 59 17 of of ADP dpc-3590 59 18 melanoma melanoma NOUN dpc-3590 59 19 cases case NOUN dpc-3590 59 20 in in ADP dpc-3590 59 21 the the DET dpc-3590 59 22 chilean chilean ADJ dpc-3590 59 23 healthcare healthcare PROPN dpc-3590 59 24 context context NOUN dpc-3590 59 25 . . PUNCT dpc-3590 60 1 nevertheless nevertheless ADV dpc-3590 60 2 , , PUNCT dpc-3590 60 3 in in ADP dpc-3590 60 4 terms term NOUN dpc-3590 60 5 of of ADP dpc-3590 60 6 medical medical ADJ dpc-3590 60 7 education education NOUN dpc-3590 60 8 , , PUNCT dpc-3590 60 9 there there PRON dpc-3590 60 10 is be VERB dpc-3590 60 11 a a DET dpc-3590 60 12 documented document VERB dpc-3590 60 13 deficit deficit NOUN dpc-3590 60 14 in in ADP dpc-3590 60 15 introductory introductory ADJ dpc-3590 60 16 lectures lecture NOUN dpc-3590 60 17 and and CCONJ dpc-3590 60 18 medical medical ADJ dpc-3590 60 19 training training NOUN dpc-3590 60 20 on on ADP dpc-3590 60 21 skin skin NOUN dpc-3590 60 22 cancer cancer NOUN dpc-3590 60 23 screening screening NOUN dpc-3590 60 24 and and CCONJ dpc-3590 60 25 risk risk NOUN dpc-3590 60 26 factor factor NOUN dpc-3590 60 27 management management NOUN dpc-3590 60 28 in in ADP dpc-3590 60 29 the the DET dpc-3590 60 30 education education NOUN dpc-3590 60 31 of of ADP dpc-3590 60 32 general general ADJ dpc-3590 60 33 physicians physician NOUN dpc-3590 60 34 [ [ X dpc-3590 60 35 14 14 NUM dpc-3590 60 36 ] ] PUNCT dpc-3590 60 37 . . PUNCT dpc-3590 61 1 in in ADP dpc-3590 61 2 the the DET dpc-3590 61 3 case case NOUN dpc-3590 61 4 of of ADP dpc-3590 61 5 chile chile PROPN dpc-3590 61 6 , , PUNCT dpc-3590 61 7 medical medical ADJ dpc-3590 61 8 training training NOUN dpc-3590 61 9 for for ADP dpc-3590 61 10 general general ADJ dpc-3590 61 11 medicine medicine NOUN dpc-3590 61 12 lasts last VERB dpc-3590 61 13 seven seven NUM dpc-3590 61 14 years year NOUN dpc-3590 61 15 at at ADP dpc-3590 61 16 most most ADJ dpc-3590 61 17 universities university NOUN dpc-3590 61 18 . . PUNCT dpc-3590 62 1 among among ADP dpc-3590 62 2 the the DET dpc-3590 62 3 standard standard ADJ dpc-3590 62 4 curriculum curriculum NOUN dpc-3590 62 5 , , PUNCT dpc-3590 62 6 usually usually ADV dpc-3590 62 7 , , PUNCT dpc-3590 62 8 the the DET dpc-3590 62 9 first first ADJ dpc-3590 62 10 two two NUM dpc-3590 62 11 years year NOUN dpc-3590 62 12 of of ADP dpc-3590 62 13 the the DET dpc-3590 62 14 curriculum curriculum NOUN dpc-3590 62 15 are be AUX dpc-3590 62 16 comprised comprise VERB dpc-3590 62 17 of of ADP dpc-3590 62 18 basic basic ADJ dpc-3590 62 19 sciences science NOUN dpc-3590 62 20 courses course NOUN dpc-3590 62 21 . . PUNCT dpc-3590 63 1 from from ADP dpc-3590 63 2 the the DET dpc-3590 63 3 third third ADJ dpc-3590 63 4 year year NOUN dpc-3590 63 5 to to ADP dpc-3590 63 6 the the DET dpc-3590 63 7 fifth fifth ADJ dpc-3590 63 8 year year NOUN dpc-3590 63 9 , , PUNCT dpc-3590 63 10 there there PRON dpc-3590 63 11 is be VERB dpc-3590 63 12 a a DET dpc-3590 63 13 more more ADV dpc-3590 63 14 clinical clinical ADJ dpc-3590 63 15 focus focus NOUN dpc-3590 63 16 on on ADP dpc-3590 63 17 the the DET dpc-3590 63 18 lectures lecture NOUN dpc-3590 63 19 imparted impart VERB dpc-3590 63 20 , , PUNCT dpc-3590 63 21 together together ADV dpc-3590 63 22 with with ADP dpc-3590 63 23 the the DET dpc-3590 63 24 gradual gradual ADJ dpc-3590 63 25 introduction introduction NOUN dpc-3590 63 26 to to ADP dpc-3590 63 27 clinical clinical ADJ dpc-3590 63 28 training training NOUN dpc-3590 63 29 in in ADP dpc-3590 63 30 hospitals hospital NOUN dpc-3590 63 31 and and CCONJ dpc-3590 63 32 healthcare healthcare NOUN dpc-3590 63 33 centers center NOUN dpc-3590 63 34 . . PUNCT dpc-3590 64 1 finally finally ADV dpc-3590 64 2 , , PUNCT dpc-3590 64 3 the the DET dpc-3590 64 4 last last ADJ dpc-3590 64 5 two two NUM dpc-3590 64 6 years year NOUN dpc-3590 64 7 of of ADP dpc-3590 64 8 medical medical ADJ dpc-3590 64 9 school school NOUN dpc-3590 64 10 are be AUX dpc-3590 64 11 predominantly predominantly ADV dpc-3590 64 12 clinical clinical ADJ dpc-3590 64 13 training training NOUN dpc-3590 64 14 as as ADP dpc-3590 64 15 interns intern NOUN dpc-3590 64 16 at at ADP dpc-3590 64 17 various various ADJ dpc-3590 64 18 hospitals hospital NOUN dpc-3590 64 19 and and CCONJ dpc-3590 64 20 healthcare healthcare NOUN dpc-3590 64 21 centers center NOUN dpc-3590 64 22 across across ADP dpc-3590 64 23 the the DET dpc-3590 64 24 country country NOUN dpc-3590 64 25 . . PUNCT dpc-3590 65 1 given give VERB dpc-3590 65 2 the the DET dpc-3590 65 3 broad broad ADJ dpc-3590 65 4 spectrum spectrum NOUN dpc-3590 65 5 of of ADP dpc-3590 65 6 courses course NOUN dpc-3590 65 7 and and CCONJ dpc-3590 65 8 lectures lecture NOUN dpc-3590 65 9 imparted impart VERB dpc-3590 65 10 during during ADP dpc-3590 65 11 general general ADJ dpc-3590 65 12 medical medical ADJ dpc-3590 65 13 training training NOUN dpc-3590 65 14 in in ADP dpc-3590 65 15 the the DET dpc-3590 65 16 chilean chilean ADJ dpc-3590 65 17 context context NOUN dpc-3590 65 18 and and CCONJ dpc-3590 65 19 the the DET dpc-3590 65 20 reduced reduced ADJ dpc-3590 65 21 presence presence NOUN dpc-3590 65 22 of of ADP dpc-3590 65 23 dermatology dermatology NOUN dpc-3590 65 24 lectures lecture NOUN dpc-3590 65 25 in in ADP dpc-3590 65 26 said say VERB dpc-3590 65 27 formation formation NOUN dpc-3590 65 28 , , PUNCT dpc-3590 65 29 optimizing optimize VERB dpc-3590 65 30 teaching teaching NOUN dpc-3590 65 31 interventions intervention NOUN dpc-3590 65 32 on on ADP dpc-3590 65 33 the the DET dpc-3590 65 34 discipline discipline NOUN dpc-3590 65 35 could could AUX dpc-3590 65 36 potentially potentially ADV dpc-3590 65 37 improve improve VERB dpc-3590 65 38 clinical clinical ADJ dpc-3590 65 39 performance performance NOUN dpc-3590 65 40 in in ADP dpc-3590 65 41 the the DET dpc-3590 65 42 future future NOUN dpc-3590 65 43 when when SCONJ dpc-3590 65 44 facing face VERB dpc-3590 65 45 dermatological dermatological ADJ dpc-3590 65 46 conditions condition NOUN dpc-3590 65 47 in in ADP dpc-3590 65 48 general general ADJ dpc-3590 65 49 practice practice NOUN dpc-3590 65 50 . . PUNCT dpc-3590 66 1 thus thus ADV dpc-3590 66 2 , , PUNCT dpc-3590 66 3 teaching teach VERB dpc-3590 66 4 innovative innovative ADJ dpc-3590 66 5 methods method NOUN dpc-3590 66 6 of of ADP dpc-3590 66 7 clinical clinical ADJ dpc-3590 66 8 approaches approach NOUN dpc-3590 66 9 , , PUNCT dpc-3590 66 10 such such ADJ dpc-3590 66 11 as as ADP dpc-3590 66 12 the the DET dpc-3590 66 13 three three NUM dpc-3590 66 14 - - PUNCT dpc-3590 66 15 point point NOUN dpc-3590 66 16 dermoscopy dermoscopy NOUN dpc-3590 66 17 rule rule NOUN dpc-3590 66 18 , , PUNCT dpc-3590 66 19 should should AUX dpc-3590 66 20 be be AUX dpc-3590 66 21 considered consider VERB dpc-3590 66 22 in in ADP dpc-3590 66 23 the the DET dpc-3590 66 24 introductory introductory ADJ dpc-3590 66 25 courses course NOUN dpc-3590 66 26 . . PUNCT dpc-3590 67 1 this this DET dpc-3590 67 2 study study NOUN dpc-3590 67 3 aimed aim VERB dpc-3590 67 4 to to PART dpc-3590 67 5 evaluate evaluate VERB dpc-3590 67 6 the the DET dpc-3590 67 7 impact impact NOUN dpc-3590 67 8 of of ADP dpc-3590 67 9 brief brief ADJ dpc-3590 67 10 medical medical ADJ dpc-3590 67 11 training training NOUN dpc-3590 67 12 on on ADP dpc-3590 67 13 the the DET dpc-3590 67 14 three three NUM dpc-3590 67 15 - - PUNCT dpc-3590 67 16 point point NOUN dpc-3590 67 17 dermoscopy dermoscopy NOUN dpc-3590 67 18 algorithm algorithm NOUN dpc-3590 67 19 for for ADP dpc-3590 67 20 thirdyear thirdyear ADJ dpc-3590 67 21 medical medical ADJ dpc-3590 67 22 students student NOUN dpc-3590 67 23 new new ADJ dpc-3590 67 24 to to ADP dpc-3590 67 25 dermatology dermatology NOUN dpc-3590 67 26 and and CCONJ dpc-3590 67 27 to to PART dpc-3590 67 28 estimate estimate VERB dpc-3590 67 29 the the DET dpc-3590 67 30 levels level NOUN dpc-3590 67 31 of of ADP dpc-3590 67 32 sensitivity sensitivity NOUN dpc-3590 67 33 and and CCONJ dpc-3590 67 34 specificity specificity NOUN dpc-3590 67 35 of of ADP dpc-3590 67 36 distinguishing distinguish VERB dpc-3590 67 37 malignant malignant NOUN dpc-3590 67 38 from from ADP dpc-3590 67 39 benign benign ADJ dpc-3590 67 40 lesions lesion NOUN dpc-3590 67 41 . . PUNCT dpc-3590 68 1 methods method NOUN dpc-3590 68 2 participants participant VERB dpc-3590 68 3 third third ADJ dpc-3590 68 4 - - PUNCT dpc-3590 68 5 year year NOUN dpc-3590 68 6 medical medical ADJ dpc-3590 68 7 students student NOUN dpc-3590 68 8 in in ADP dpc-3590 68 9 the the DET dpc-3590 68 10 context context NOUN dpc-3590 68 11 of of ADP dpc-3590 68 12 the the DET dpc-3590 68 13 introductory introductory ADJ dpc-3590 68 14 course course NOUN dpc-3590 68 15 to to ADP dpc-3590 68 16 general general ADJ dpc-3590 68 17 medical medical ADJ dpc-3590 68 18 semiology semiology NOUN dpc-3590 68 19 . . PUNCT dpc-3590 69 1 in in ADP dpc-3590 69 2 the the DET dpc-3590 69 3 context context NOUN dpc-3590 69 4 of of ADP dpc-3590 69 5 this this DET dpc-3590 69 6 introductory introductory ADJ dpc-3590 69 7 course course NOUN dpc-3590 69 8 , , PUNCT dpc-3590 69 9 there there PRON dpc-3590 69 10 are be VERB dpc-3590 69 11 a a DET dpc-3590 69 12 set set NOUN dpc-3590 69 13 of of ADP dpc-3590 69 14 lectures lecture NOUN dpc-3590 69 15 regarding regard VERB dpc-3590 69 16 basic basic ADJ dpc-3590 69 17 dermatological dermatological ADJ dpc-3590 69 18 semiology semiology NOUN dpc-3590 69 19 , , PUNCT dpc-3590 69 20 where where SCONJ dpc-3590 69 21 an an DET dpc-3590 69 22 optional optional ADJ dpc-3590 69 23 basic basic ADJ dpc-3590 69 24 dermoscopy dermoscopy NOUN dpc-3590 69 25 lecture lecture NOUN dpc-3590 69 26 , , PUNCT dpc-3590 69 27 with with ADP dpc-3590 69 28 a a DET dpc-3590 69 29 clinical clinical ADJ dpc-3590 69 30 focus focus NOUN dpc-3590 69 31 and and CCONJ dpc-3590 69 32 posterior posterior ADJ dpc-3590 69 33 case case NOUN dpc-3590 69 34 discussion discussion NOUN dpc-3590 69 35 , , PUNCT dpc-3590 69 36 is be AUX dpc-3590 69 37 given give VERB dpc-3590 69 38 . . PUNCT dpc-3590 70 1 all all DET dpc-3590 70 2 students student NOUN dpc-3590 70 3 who who PRON dpc-3590 70 4 participated participate VERB dpc-3590 70 5 in in ADP dpc-3590 70 6 the the DET dpc-3590 70 7 two two NUM dpc-3590 70 8 - - PUNCT dpc-3590 70 9 hour hour NOUN dpc-3590 70 10 lecture lecture NOUN dpc-3590 70 11 on on ADP dpc-3590 70 12 basic basic ADJ dpc-3590 70 13 dermoscopy dermoscopy NOUN dpc-3590 70 14 were be AUX dpc-3590 70 15 introduced introduce VERB dpc-3590 70 16 to to ADP dpc-3590 70 17 the the DET dpc-3590 70 18 general general ADJ dpc-3590 70 19 aspects aspect NOUN dpc-3590 70 20 of of ADP dpc-3590 70 21 dermoscopy dermoscopy NOUN dpc-3590 70 22 , , PUNCT dpc-3590 70 23 the the DET dpc-3590 70 24 three three NUM dpc-3590 70 25 - - PUNCT dpc-3590 70 26 point point NOUN dpc-3590 70 27 dermoscopy dermoscopy NOUN dpc-3590 70 28 algorithm algorithm NOUN dpc-3590 70 29 for for ADP dpc-3590 70 30 melanoma melanoma NOUN dpc-3590 70 31 screening screen VERB dpc-3590 70 32 purp purp NOUN dpc-3590 70 33 osed ose VERB dpc-3590 70 34 by by ADP dpc-3590 70 35 soyer soyer PROPN dpc-3590 70 36     SPACE dpc-3590 70 37 et et PROPN dpc-3590 70 38 al al PROPN dpc-3590 70 39 . . PUNCT dpc-3590 70 40     SPACE dpc-3590 71 1 [ [ X dpc-3590 71 2 8 8 NUM dpc-3590 71 3 ] ] PUNCT dpc-3590 71 4 , , PUNCT dpc-3590 71 5 and and CCONJ dpc-3590 71 6 clinical clinical ADJ dpc-3590 71 7 examples example NOUN dpc-3590 71 8 and and CCONJ dpc-3590 71 9 case case NOUN dpc-3590 71 10 discussion discussion NOUN dpc-3590 71 11 of of ADP dpc-3590 71 12 dermoscopic dermoscopic ADJ dpc-3590 71 13 images image NOUN dpc-3590 71 14 from from ADP dpc-3590 71 15 the the DET dpc-3590 71 16 textbook textbook NOUN dpc-3590 71 17     SPACE dpc-3590 71 18 dermoscopy dermoscopy NOUN dpc-3590 71 19 : : PUNCT dpc-3590 71 20 the the DET dpc-3590 71 21 essentials essential NOUN dpc-3590 71 22     SPACE dpc-3590 71 23 [ [ X dpc-3590 71 24 15 15 NUM dpc-3590 71 25 ] ] PUNCT dpc-3590 71 26 . . PUNCT dpc-3590 72 1 procedure procedure NOUN dpc-3590 72 2 after after ADP dpc-3590 72 3 the the DET dpc-3590 72 4 lecture lecture NOUN dpc-3590 72 5 , , PUNCT dpc-3590 72 6 introductory introductory ADJ dpc-3590 72 7 discussion discussion NOUN dpc-3590 72 8 , , PUNCT dpc-3590 72 9 introduction introduction NOUN dpc-3590 72 10 of of ADP dpc-3590 72 11 the the DET dpc-3590 72 12 three three NUM dpc-3590 72 13 - - PUNCT dpc-3590 72 14 point point NOUN dpc-3590 72 15 dermoscopy dermoscopy NOUN dpc-3590 72 16 method method NOUN dpc-3590 72 17 , , PUNCT dpc-3590 72 18 and and CCONJ dpc-3590 72 19 illustrative illustrative ADJ dpc-3590 72 20 case case NOUN dpc-3590 72 21 discussion discussion NOUN dpc-3590 72 22 , , PUNCT dpc-3590 72 23 the the DET dpc-3590 72 24 students student NOUN dpc-3590 72 25 proceeded proceed VERB dpc-3590 72 26 to to PART dpc-3590 72 27 answer answer VERB dpc-3590 72 28 a a DET dpc-3590 72 29 questionnaire questionnaire NOUN dpc-3590 72 30 of of ADP dpc-3590 72 31 50 50 NUM dpc-3590 72 32 clinical clinical ADJ dpc-3590 72 33 images image NOUN dpc-3590 72 34 of of ADP dpc-3590 72 35 melanocytic melanocytic ADJ dpc-3590 72 36 lesions lesion NOUN dpc-3590 72 37 from from ADP dpc-3590 72 38 the the DET dpc-3590 72 39 textbook textbook NOUN dpc-3590 72 40     SPACE dpc-3590 72 41 dermoscopy dermoscopy NOUN dpc-3590 72 42 : : PUNCT dpc-3590 72 43 the the DET dpc-3590 72 44 essentials essential NOUN dpc-3590 72 45     SPACE dpc-3590 72 46 [ [ X dpc-3590 72 47 15 15 NUM dpc-3590 72 48 ] ] PUNCT dpc-3590 72 49 . . PUNCT dpc-3590 73 1 students student NOUN dpc-3590 73 2 were be AUX dpc-3590 73 3 instructed instruct VERB dpc-3590 73 4 to to PART dpc-3590 73 5 classify classify VERB dpc-3590 73 6 the the DET dpc-3590 73 7 lesion lesion NOUN dpc-3590 73 8 as as ADP dpc-3590 73 9 benign benign ADJ dpc-3590 73 10 or or CCONJ dpc-3590 73 11 malignant malignant ADJ dpc-3590 73 12 based base VERB dpc-3590 73 13 on on ADP dpc-3590 73 14 the the DET dpc-3590 73 15 three three NUM dpc-3590 73 16 - - PUNCT dpc-3590 73 17 point point NOUN dpc-3590 73 18 dermoscopy dermoscopy NOUN dpc-3590 73 19 algorithm algorithm NOUN dpc-3590 73 20 for for ADP dpc-3590 73 21 melanoma melanoma NOUN dpc-3590 73 22 screening screen VERB dpc-3590 73 23 previously previously ADV dpc-3590 73 24 discussed discuss VERB dpc-3590 73 25 in in ADP dpc-3590 73 26 the the DET dpc-3590 73 27 lecture lecture NOUN dpc-3590 73 28 . . PUNCT dpc-3590 74 1 from from ADP dpc-3590 74 2 the the DET dpc-3590 74 3 50 50 NUM dpc-3590 74 4 clinical clinical ADJ dpc-3590 74 5 images image NOUN dpc-3590 74 6 evaluated evaluate VERB dpc-3590 74 7 , , PUNCT dpc-3590 74 8 25 25 NUM dpc-3590 74 9 images image NOUN dpc-3590 74 10 were be AUX dpc-3590 74 11 malignant malignant ADJ dpc-3590 74 12 pathology pathology NOUN dpc-3590 74 13 , , PUNCT dpc-3590 74 14 and and CCONJ dpc-3590 74 15 25 25 NUM dpc-3590 74 16 images image NOUN dpc-3590 74 17 were be AUX dpc-3590 74 18 benign benign ADJ dpc-3590 74 19 pathology pathology NOUN dpc-3590 74 20 . . PUNCT dpc-3590 75 1 of of ADP dpc-3590 75 2 the the DET dpc-3590 75 3 malignant malignant ADJ dpc-3590 75 4 pathology pathology NOUN dpc-3590 75 5 , , PUNCT dpc-3590 75 6 21 21 NUM dpc-3590 75 7 cases case NOUN dpc-3590 75 8 were be AUX dpc-3590 75 9 malignant malignant ADJ dpc-3590 75 10 melanoma melanoma NOUN dpc-3590 75 11 , , PUNCT dpc-3590 75 12 and and CCONJ dpc-3590 75 13 four four NUM dpc-3590 75 14 cases case NOUN dpc-3590 75 15 were be AUX dpc-3590 75 16 basal basal ADJ dpc-3590 75 17 cell cell NOUN dpc-3590 75 18 carcinomas carcinoma NOUN dpc-3590 75 19 . . PUNCT dpc-3590 76 1 from from ADP dpc-3590 76 2 the the DET dpc-3590 76 3 benign benign ADJ dpc-3590 76 4 pathology pathology NOUN dpc-3590 76 5 , , PUNCT dpc-3590 76 6 23 23 NUM dpc-3590 76 7 cases case NOUN dpc-3590 76 8 were be AUX dpc-3590 76 9 unspecified unspecified ADJ dpc-3590 76 10 melanocytic melanocytic ADJ dpc-3590 76 11 nevi nevi NOUN dpc-3590 76 12 , , PUNCT dpc-3590 76 13 and and CCONJ dpc-3590 76 14 two two NUM dpc-3590 76 15 cases case NOUN dpc-3590 76 16 were be AUX dpc-3590 76 17 seborrheic seborrheic ADJ dpc-3590 76 18 keratosis keratosis NOUN dpc-3590 76 19 . . PUNCT dpc-3590 76 20     SPACE dpc-3590 76 21 assessment assessment NOUN dpc-3590 76 22 of of ADP dpc-3590 76 23 sensitivity sensitivity NOUN dpc-3590 76 24 and and CCONJ dpc-3590 76 25 specificity specificity NOUN dpc-3590 76 26 for for ADP dpc-3590 76 27 determining determine VERB dpc-3590 76 28 whether whether SCONJ dpc-3590 76 29 a a DET dpc-3590 76 30 lesion lesion NOUN dpc-3590 76 31 was be AUX dpc-3590 76 32 benign benign ADJ dpc-3590 76 33 or or CCONJ dpc-3590 76 34 malignant malignant ADJ dpc-3590 76 35 according accord VERB dpc-3590 76 36 to to ADP dpc-3590 76 37 the the DET dpc-3590 76 38 evaluation evaluation NOUN dpc-3590 76 39 from from ADP dpc-3590 76 40 the the DET dpc-3590 76 41 third third ADJ dpc-3590 76 42 - - PUNCT dpc-3590 76 43 year year NOUN dpc-3590 76 44 medical medical ADJ dpc-3590 76 45 students student NOUN dpc-3590 76 46 using use VERB dpc-3590 76 47 the the DET dpc-3590 76 48 three three NUM dpc-3590 76 49 - - PUNCT dpc-3590 76 50 point point NOUN dpc-3590 76 51 dermoscopy dermoscopy NOUN dpc-3590 76 52 checklist checklist NOUN dpc-3590 76 53 was be AUX dpc-3590 76 54 performed perform VERB dpc-3590 76 55 . . PUNCT dpc-3590 77 1 statistical statistical ADJ dpc-3590 77 2 analysis analysis NOUN dpc-3590 77 3 a a DET dpc-3590 77 4 descriptive descriptive ADJ dpc-3590 77 5 analysis analysis NOUN dpc-3590 77 6 of of ADP dpc-3590 77 7 sensitivity sensitivity NOUN dpc-3590 77 8 , , PUNCT dpc-3590 77 9 specificity specificity NOUN dpc-3590 77 10 , , PUNCT dpc-3590 77 11 and and CCONJ dpc-3590 77 12 predictive predictive ADJ dpc-3590 77 13 values value NOUN dpc-3590 77 14 for for ADP dpc-3590 77 15 the the DET dpc-3590 77 16 determination determination NOUN dpc-3590 77 17 of of ADP dpc-3590 77 18 malignant malignant NOUN dpc-3590 77 19 vs vs ADP dpc-3590 77 20 benign benign ADJ dpc-3590 77 21 conditions condition NOUN dpc-3590 77 22 based base VERB dpc-3590 77 23 on on ADP dpc-3590 77 24 the the DET dpc-3590 77 25 three three NUM dpc-3590 77 26 - - PUNCT dpc-3590 77 27 point point NOUN dpc-3590 77 28 dermoscopy dermoscopy NOUN dpc-3590 77 29 algorithm algorithm NOUN dpc-3590 77 30 for for ADP dpc-3590 77 31 melanocytic melanocytic ADJ dpc-3590 77 32 lesions lesion NOUN dpc-3590 77 33 was be AUX dpc-3590 77 34 performed perform VERB dpc-3590 77 35 . . PUNCT dpc-3590 78 1 interobserver interobserver PROPN dpc-3590 78 2 agreement agreement NOUN dpc-3590 78 3 was be AUX dpc-3590 78 4 calculated calculate VERB dpc-3590 78 5 using use VERB dpc-3590 78 6 the the DET dpc-3590 78 7 fleiss fleiss NOUN dpc-3590 78 8 method method NOUN dpc-3590 78 9 to to PART dpc-3590 78 10 determine determine VERB dpc-3590 78 11 the the DET dpc-3590 78 12 kappa kappa ADJ dpc-3590 78 13 value value NOUN dpc-3590 78 14 with with ADP dpc-3590 78 15 a a DET dpc-3590 78 16 confidence confidence NOUN dpc-3590 78 17 interval interval NOUN dpc-3590 78 18 of of ADP dpc-3590 78 19 95 95 NUM dpc-3590 78 20 % % NOUN dpc-3590 79 1 [ [ X dpc-3590 79 2 16 16 NUM dpc-3590 79 3 ] ] PUNCT dpc-3590 79 4 . . PUNCT dpc-3590 80 1 kappa kappa PROPN dpc-3590 80 2 value value NOUN dpc-3590 80 3 scores score NOUN dpc-3590 80 4 were be AUX dpc-3590 80 5 interpreted interpret VERB dpc-3590 80 6 as as ADP dpc-3590 80 7 kappa kappa PROPN dpc-3590 80 8 value value NOUN dpc-3590 80 9 = = SYM dpc-3590 80 10 1 1 NUM dpc-3590 80 11 , , PUNCT dpc-3590 80 12 perfect perfect ADJ dpc-3590 80 13 agreement agreement NOUN dpc-3590 80 14 ; ; PUNCT dpc-3590 80 15 kappa kappa PROPN dpc-3590 80 16 value value PROPN dpc-3590 80 17 ≥ ≥ NUM dpc-3590 80 18 0.75 0.75 NUM dpc-3590 80 19 and and CCONJ dpc-3590 80 20 < < X dpc-3590 80 21 1 1 NUM dpc-3590 80 22 , , PUNCT dpc-3590 80 23 excellent excellent ADJ dpc-3590 80 24 agreement agreement NOUN dpc-3590 80 25 ; ; PUNCT dpc-3590 80 26 kappa kappa PROPN dpc-3590 80 27 value value PROPN dpc-3590 80 28 ≥ ≥ NOUN dpc-3590 80 29 0.4 0.4 NUM dpc-3590 80 30 and and CCONJ dpc-3590 80 31 < < X dpc-3590 80 32 0.75 0.75 NUM dpc-3590 80 33 , , PUNCT dpc-3590 80 34 moderate moderate ADJ dpc-3590 80 35 agreement agreement NOUN dpc-3590 80 36 ; ; PUNCT dpc-3590 80 37 kappa kappa PROPN dpc-3590 80 38 value value NOUN dpc-3590 80 39 < < X dpc-3590 80 40 0.4 0.4 NUM dpc-3590 80 41 , , PUNCT dpc-3590 80 42 poor poor ADJ dpc-3590 80 43 agreement agreement NOUN dpc-3590 80 44 [ [ X dpc-3590 80 45 17 17 NUM dpc-3590 80 46 ] ] PUNCT dpc-3590 80 47 . . PUNCT dpc-3590 81 1 all all DET dpc-3590 81 2 analyses analysis NOUN dpc-3590 81 3 were be AUX dpc-3590 81 4 conducted conduct VERB dpc-3590 81 5 using use VERB dpc-3590 81 6 microsoft microsoft PROPN dpc-3590 81 7 excel excel PROPN dpc-3590 81 8 ( ( PUNCT dpc-3590 81 9 office office NOUN dpc-3590 81 10 365 365 NUM dpc-3590 81 11 , , PUNCT dpc-3590 81 12 microsoft microsoft PROPN dpc-3590 81 13 excel excel VERB dpc-3590 81 14 v16.66.1 v16.66.1 PROPN dpc-3590 81 15 for for ADP dpc-3590 81 16 macos macos PROPN dpc-3590 81 17 , , PUNCT dpc-3590 81 18 copyright copyright NOUN dpc-3590 81 19 1985–2022 1985–2022 NUM dpc-3590 81 20 microsoft microsoft PROPN dpc-3590 81 21 crop crop PROPN dpc-3590 81 22 , , PUNCT dpc-3590 81 23 redmond redmond PROPN dpc-3590 81 24 , , PUNCT dpc-3590 81 25 usa usa PROPN dpc-3590 81 26 ) ) PUNCT dpc-3590 81 27 . . PUNCT dpc-3590 82 1 ethical ethical ADJ dpc-3590 82 2 aspects aspect NOUN dpc-3590 82 3 all all DET dpc-3590 82 4 students student NOUN dpc-3590 82 5 who who PRON dpc-3590 82 6 attended attend VERB dpc-3590 82 7 the the DET dpc-3590 82 8 optional optional ADJ dpc-3590 82 9 dermoscopy dermoscopy NOUN dpc-3590 82 10 lecture lecture NOUN dpc-3590 82 11 and and CCONJ dpc-3590 82 12 case case NOUN dpc-3590 82 13 discussion discussion NOUN dpc-3590 82 14 voluntarily voluntarily ADV dpc-3590 82 15 participated participate VERB dpc-3590 82 16 in in ADP dpc-3590 82 17 the the DET dpc-3590 82 18 final final ADJ dpc-3590 82 19 evaluation evaluation NOUN dpc-3590 82 20 . . PUNCT dpc-3590 83 1 informed inform VERB dpc-3590 83 2 consent consent NOUN dpc-3590 83 3 was be AUX dpc-3590 83 4 obtained obtain VERB dpc-3590 83 5 from from ADP dpc-3590 83 6 all all DET dpc-3590 83 7 participants participant NOUN dpc-3590 83 8 . . PUNCT dpc-3590 84 1 anonymization anonymization NOUN dpc-3590 84 2 of of ADP dpc-3590 84 3 the the DET dpc-3590 84 4 responses response NOUN dpc-3590 84 5 was be AUX dpc-3590 84 6 ensured ensure VERB dpc-3590 84 7 by by ADP dpc-3590 84 8 a a DET dpc-3590 84 9 thirdparty thirdparty PROPN dpc-3590 84 10 online online ADJ dpc-3590 84 11 app app NOUN dpc-3590 84 12 that that PRON dpc-3590 84 13 recorded record VERB dpc-3590 84 14 each each DET dpc-3590 84 15 student student NOUN dpc-3590 84 16 ’s ’s PART dpc-3590 84 17 responses response NOUN dpc-3590 84 18 . . PUNCT dpc-3590 85 1 the the DET dpc-3590 85 2 analysis analysis NOUN dpc-3590 85 3 was be AUX dpc-3590 85 4 conducted conduct VERB dpc-3590 85 5 in in ADP dpc-3590 85 6 compliance compliance NOUN dpc-3590 85 7 with with ADP dpc-3590 85 8 the the DET dpc-3590 85 9 declaration declaration NOUN dpc-3590 85 10 of of ADP dpc-3590 85 11 helsinki helsinki PROPN dpc-3590 85 12 of of ADP dpc-3590 85 13 ethical ethical ADJ dpc-3590 85 14 principles principle NOUN dpc-3590 85 15 for for ADP dpc-3590 85 16 medical medical ADJ dpc-3590 85 17 research research NOUN dpc-3590 85 18 . . PUNCT dpc-3590 86 1 results result NOUN dpc-3590 86 2 of of ADP dpc-3590 86 3 the the DET dpc-3590 86 4 67 67 NUM dpc-3590 86 5 students student NOUN dpc-3590 86 6 that that PRON dpc-3590 86 7 participated participate VERB dpc-3590 86 8 in in ADP dpc-3590 86 9 the the DET dpc-3590 86 10 study study NOUN dpc-3590 86 11 , , PUNCT dpc-3590 86 12 two two NUM dpc-3590 86 13 students student NOUN dpc-3590 86 14 presented present VERB dpc-3590 86 15 connectivity connectivity NOUN dpc-3590 86 16 problems problem NOUN dpc-3590 86 17 with with ADP dpc-3590 86 18 the the DET dpc-3590 86 19 third third ADJ dpc-3590 86 20 - - PUNCT dpc-3590 86 21 party party NOUN dpc-3590 86 22 app app NOUN dpc-3590 86 23 that that PRON dpc-3590 86 24 recorded record VERB dpc-3590 86 25 the the DET dpc-3590 86 26 anonymous anonymous ADJ dpc-3590 86 27 responses response NOUN dpc-3590 86 28 , , PUNCT dpc-3590 86 29 and and CCONJ dpc-3590 86 30 some some PRON dpc-3590 86 31 of of ADP dpc-3590 86 32 the the DET dpc-3590 86 33 responses response NOUN dpc-3590 86 34 were be AUX dpc-3590 86 35 lost lose VERB dpc-3590 86 36 . . PUNCT dpc-3590 87 1 thus thus ADV dpc-3590 87 2 , , PUNCT dpc-3590 87 3 the the DET dpc-3590 87 4 sensitivity sensitivity NOUN dpc-3590 87 5 , , PUNCT dpc-3590 87 6 specificity specificity NOUN dpc-3590 87 7 , , PUNCT dpc-3590 87 8 and and CCONJ dpc-3590 87 9 predictive predictive ADJ dpc-3590 87 10 values value NOUN dpc-3590 87 11 were be AUX dpc-3590 87 12 calculated calculate VERB dpc-3590 87 13 using use VERB dpc-3590 87 14 the the DET dpc-3590 87 15 65 65 NUM dpc-3590 87 16 complete complete ADJ dpc-3590 87 17 responses response NOUN dpc-3590 87 18 recorded record VERB dpc-3590 87 19 . . PUNCT dpc-3590 88 1 out out ADP dpc-3590 88 2 of of ADP dpc-3590 88 3 the the DET dpc-3590 88 4 50 50 NUM dpc-3590 88 5 dermoscopic dermoscopic NOUN dpc-3590 88 6 images image NOUN dpc-3590 88 7 containing contain VERB dpc-3590 88 8 pigmented pigmented ADJ dpc-3590 88 9 lesions lesion NOUN dpc-3590 88 10 , , PUNCT dpc-3590 88 11 a a DET dpc-3590 88 12 total total NOUN dpc-3590 88 13 of of ADP dpc-3590 88 14 3250 3250 NUM dpc-3590 88 15 responses response NOUN dpc-3590 88 16 were be AUX dpc-3590 88 17 recorded record VERB dpc-3590 88 18 . . PUNCT dpc-3590 89 1 suspicion suspicion NOUN dpc-3590 89 2 4 4 NUM dpc-3590 89 3 original original ADJ dpc-3590 89 4 article article NOUN dpc-3590 89 5 | | ADV dpc-3590 89 6 dermatol dermatol ADJ dpc-3590 89 7 pract pract NOUN dpc-3590 89 8 concept concept NOUN dpc-3590 89 9 . . PUNCT dpc-3590 90 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 90 2 melanocytic melanocytic ADJ dpc-3590 90 3 lesions lesion NOUN dpc-3590 90 4 and and CCONJ dpc-3590 90 5 should should AUX dpc-3590 90 6 be be AUX dpc-3590 90 7 active active ADJ dpc-3590 90 8 agents agent NOUN dpc-3590 90 9 in in ADP dpc-3590 90 10 the the DET dpc-3590 90 11 referral referral ADJ dpc-3590 90 12 process process NOUN dpc-3590 90 13 [ [ X dpc-3590 90 14 19 19 NUM dpc-3590 90 15 ] ] PUNCT dpc-3590 90 16 . . PUNCT dpc-3590 91 1 developing develop VERB dpc-3590 91 2 and and CCONJ dpc-3590 91 3 implementing implement VERB dpc-3590 91 4 diagnostic diagnostic ADJ dpc-3590 91 5 tools tool NOUN dpc-3590 91 6 and and CCONJ dpc-3590 91 7 clinical clinical ADJ dpc-3590 91 8 prediction prediction NOUN dpc-3590 91 9 rules rule NOUN dpc-3590 91 10 that that PRON dpc-3590 91 11 aid aid NOUN dpc-3590 91 12 in in ADP dpc-3590 91 13 early early ADJ dpc-3590 91 14 diagnosis diagnosis NOUN dpc-3590 91 15 is be AUX dpc-3590 91 16 of of ADP dpc-3590 91 17 special special ADJ dpc-3590 91 18 value value NOUN dpc-3590 91 19 in in ADP dpc-3590 91 20 this this DET dpc-3590 91 21 context context NOUN dpc-3590 91 22 , , PUNCT dpc-3590 91 23 especially especially ADV dpc-3590 91 24 when when SCONJ dpc-3590 91 25 detection detection NOUN dpc-3590 91 26 occurs occur VERB dpc-3590 91 27 as as ADP dpc-3590 91 28 an an DET dpc-3590 91 29 incidental incidental ADJ dpc-3590 91 30 finding finding NOUN dpc-3590 91 31 on on ADP dpc-3590 91 32 the the DET dpc-3590 91 33 clinical clinical ADJ dpc-3590 91 34 examination examination NOUN dpc-3590 91 35 for for ADP dpc-3590 91 36 another another DET dpc-3590 91 37 reason reason NOUN dpc-3590 91 38 . . PUNCT dpc-3590 92 1 dermoscopy dermoscopy NOUN dpc-3590 92 2 is be AUX dpc-3590 92 3 an an DET dpc-3590 92 4 evidence evidence NOUN dpc-3590 92 5 - - PUNCT dpc-3590 92 6 based base VERB dpc-3590 92 7 tool tool NOUN dpc-3590 92 8 that that PRON dpc-3590 92 9 facilitates facilitate VERB dpc-3590 92 10 the the DET dpc-3590 92 11 differential differential NOUN dpc-3590 92 12 workup workup NOUN dpc-3590 92 13 and and CCONJ dpc-3590 92 14 allows allow VERB dpc-3590 92 15 for for ADP dpc-3590 92 16 the the DET dpc-3590 92 17 early early ADJ dpc-3590 92 18 diagnosis diagnosis NOUN dpc-3590 92 19 of of ADP dpc-3590 92 20 malignant malignant ADJ dpc-3590 92 21 melanocytic melanocytic ADJ dpc-3590 92 22 lesions lesion NOUN dpc-3590 92 23 [ [ X dpc-3590 92 24 20 20 NUM dpc-3590 92 25 ] ] PUNCT dpc-3590 92 26 . . PUNCT dpc-3590 93 1 it it PRON dpc-3590 93 2 has have AUX dpc-3590 93 3 been be AUX dpc-3590 93 4 widely widely ADV dpc-3590 93 5 recommended recommend VERB dpc-3590 93 6 as as ADP dpc-3590 93 7 a a DET dpc-3590 93 8 diagnostic diagnostic ADJ dpc-3590 93 9 tool tool NOUN dpc-3590 93 10 to to PART dpc-3590 93 11 be be AUX dpc-3590 93 12 implemented implement VERB dpc-3590 93 13 in in ADP dpc-3590 93 14 the the DET dpc-3590 93 15 primary primary ADJ dpc-3590 93 16 healthcare healthcare NOUN dpc-3590 93 17 setting set VERB dpc-3590 93 18 [ [ X dpc-3590 93 19 21 21 NUM dpc-3590 93 20 ] ] PUNCT dpc-3590 93 21 . . PUNCT dpc-3590 94 1 medical medical ADJ dpc-3590 94 2 training training NOUN dpc-3590 94 3 is be AUX dpc-3590 94 4 usually usually ADV dpc-3590 94 5 deficient deficient ADJ dpc-3590 94 6 in in ADP dpc-3590 94 7 preparing prepare VERB dpc-3590 94 8 general general ADJ dpc-3590 94 9 practitioners practitioner NOUN dpc-3590 94 10 for for ADP dpc-3590 94 11 an an DET dpc-3590 94 12 adequate adequate ADJ dpc-3590 94 13 approach approach NOUN dpc-3590 94 14 to to ADP dpc-3590 94 15 melanocytic melanocytic ADJ dpc-3590 94 16 lesions lesion NOUN dpc-3590 94 17 . . PUNCT dpc-3590 95 1 the the DET dpc-3590 95 2 curriculum curriculum NOUN dpc-3590 95 3 in in ADP dpc-3590 95 4 skin skin NOUN dpc-3590 95 5 cancer cancer NOUN dpc-3590 95 6 prevention prevention NOUN dpc-3590 95 7 and and CCONJ dpc-3590 95 8 initial initial ADJ dpc-3590 95 9 approach approach NOUN dpc-3590 95 10 is be AUX dpc-3590 95 11 highly highly ADV dpc-3590 95 12 heterogeneous heterogeneous ADJ dpc-3590 95 13 in in ADP dpc-3590 95 14 the the DET dpc-3590 95 15 training training NOUN dpc-3590 95 16 of of ADP dpc-3590 95 17 general general ADJ dpc-3590 95 18 physicians physician NOUN dpc-3590 95 19 working work VERB dpc-3590 95 20 in in ADP dpc-3590 95 21 primary primary ADJ dpc-3590 95 22 care care NOUN dpc-3590 95 23 [ [ X dpc-3590 95 24 22 22 NUM dpc-3590 95 25 ] ] PUNCT dpc-3590 95 26 . . PUNCT dpc-3590 96 1 it it PRON dpc-3590 96 2 has have AUX dpc-3590 96 3 been be AUX dpc-3590 96 4 demonstrated demonstrate VERB dpc-3590 96 5 that that SCONJ dpc-3590 96 6 for for ADP dpc-3590 96 7 medical medical ADJ dpc-3590 96 8 education education NOUN dpc-3590 96 9 on on ADP dpc-3590 96 10 dermoscopy dermoscopy NOUN dpc-3590 96 11 , , PUNCT dpc-3590 96 12 a a DET dpc-3590 96 13 theory theory NOUN dpc-3590 96 14 - - PUNCT dpc-3590 96 15 based base VERB dpc-3590 96 16 approach approach NOUN dpc-3590 96 17 based base VERB dpc-3590 96 18 on on ADP dpc-3590 96 19 real real ADJ dpc-3590 96 20 clinical clinical ADJ dpc-3590 96 21 scenarios scenario NOUN dpc-3590 96 22 enhances enhance VERB dpc-3590 96 23 learning learn VERB dpc-3590 96 24 and and CCONJ dpc-3590 96 25 pattern pattern NOUN dpc-3590 96 26 recognition recognition NOUN dpc-3590 97 1 [ [ X dpc-3590 97 2 23 23 NUM dpc-3590 97 3 ] ] PUNCT dpc-3590 97 4 . . PUNCT dpc-3590 98 1 in in ADP dpc-3590 98 2 image image NOUN dpc-3590 98 3 interpretation interpretation NOUN dpc-3590 98 4 education education NOUN dpc-3590 98 5 for for ADP dpc-3590 98 6 young young ADJ dpc-3590 98 7 trainees trainee NOUN dpc-3590 98 8 , , PUNCT dpc-3590 98 9 developing develop VERB dpc-3590 98 10 automaticity automaticity NOUN dpc-3590 98 11 in in ADP dpc-3590 98 12 pattern pattern NOUN dpc-3590 98 13 recognition recognition NOUN dpc-3590 98 14 is be AUX dpc-3590 98 15 a a DET dpc-3590 98 16 key key ADJ dpc-3590 98 17 component component NOUN dpc-3590 98 18 for for ADP dpc-3590 98 19 consolidating consolidate VERB dpc-3590 98 20 learning learning NOUN dpc-3590 98 21 and and CCONJ dpc-3590 98 22 performance performance NOUN dpc-3590 98 23 in in ADP dpc-3590 98 24 the the DET dpc-3590 98 25 clinical clinical ADJ dpc-3590 98 26 scenario scenario NOUN dpc-3590 98 27 [ [ X dpc-3590 98 28 24 24 NUM dpc-3590 98 29 ] ] PUNCT dpc-3590 98 30 . . PUNCT dpc-3590 99 1 fast fast ADV dpc-3590 99 2 - - PUNCT dpc-3590 99 3 thinking think VERB dpc-3590 99 4 and and CCONJ dpc-3590 99 5 non non ADJ dpc-3590 99 6 - - ADJ dpc-3590 99 7 analytical analytical ADJ dpc-3590 99 8 thinking thinking NOUN dpc-3590 99 9 are be AUX dpc-3590 99 10 common common ADJ dpc-3590 99 11 features feature NOUN dpc-3590 99 12 observed observe VERB dpc-3590 99 13 in in ADP dpc-3590 99 14 expert expert NOUN dpc-3590 99 15 pattern pattern NOUN dpc-3590 99 16 recognition recognition NOUN dpc-3590 99 17 , , PUNCT dpc-3590 99 18 which which PRON dpc-3590 99 19 usually usually ADV dpc-3590 99 20 develops develop VERB dpc-3590 99 21 over over ADP dpc-3590 99 22 years year NOUN dpc-3590 99 23 of of ADP dpc-3590 99 24 clinical clinical ADJ dpc-3590 99 25 practice practice NOUN dpc-3590 99 26 [ [ X dpc-3590 99 27 25 25 NUM dpc-3590 99 28 ] ] PUNCT dpc-3590 99 29 . . PUNCT dpc-3590 100 1 nevertheless nevertheless ADV dpc-3590 100 2 , , PUNCT dpc-3590 100 3 if if SCONJ dpc-3590 100 4 said say VERB dpc-3590 100 5 patterns pattern NOUN dpc-3590 100 6 can can AUX dpc-3590 100 7 be be AUX dpc-3590 100 8 documented document VERB dpc-3590 100 9 , , PUNCT dpc-3590 100 10 simplified simplified ADJ dpc-3590 100 11 , , PUNCT dpc-3590 100 12 and and CCONJ dpc-3590 100 13 taught teach VERB dpc-3590 100 14 as as ADP dpc-3590 100 15 a a DET dpc-3590 100 16 founding founding NOUN dpc-3590 100 17 base base NOUN dpc-3590 100 18 for for ADP dpc-3590 100 19 students student NOUN dpc-3590 100 20 new new ADJ dpc-3590 100 21 to to PART dpc-3590 100 22 dermoscopy dermoscopy VERB dpc-3590 100 23 , , PUNCT dpc-3590 100 24 satisfactory satisfactory ADJ dpc-3590 100 25 clinical clinical ADJ dpc-3590 100 26 performance performance NOUN dpc-3590 100 27 in in ADP dpc-3590 100 28 real real ADJ dpc-3590 100 29 clinical clinical ADJ dpc-3590 100 30 scenarios scenario NOUN dpc-3590 100 31 can can AUX dpc-3590 100 32 be be AUX dpc-3590 100 33 achieved achieve VERB dpc-3590 100 34 , , PUNCT dpc-3590 100 35 without without ADP dpc-3590 100 36 the the DET dpc-3590 100 37 need need NOUN dpc-3590 100 38 for for ADP dpc-3590 100 39 extensive extensive ADJ dpc-3590 100 40 training training NOUN dpc-3590 100 41 on on ADP dpc-3590 100 42 the the DET dpc-3590 100 43 subject subject NOUN dpc-3590 100 44 . . PUNCT dpc-3590 101 1 this this PRON dpc-3590 101 2 ultimately ultimately ADV dpc-3590 101 3 improves improve VERB dpc-3590 101 4 the the DET dpc-3590 101 5 flow flow NOUN dpc-3590 101 6 of of ADP dpc-3590 101 7 referrals referral NOUN dpc-3590 101 8 to to ADP dpc-3590 101 9 dermatology dermatology NOUN dpc-3590 101 10 and and CCONJ dpc-3590 101 11 could could AUX dpc-3590 101 12 have have VERB dpc-3590 101 13 a a DET dpc-3590 101 14 notable notable ADJ dpc-3590 101 15 impact impact NOUN dpc-3590 101 16 on on ADP dpc-3590 101 17 the the DET dpc-3590 101 18 early early ADJ dpc-3590 101 19 detection detection NOUN dpc-3590 101 20 and and CCONJ dpc-3590 101 21 management management NOUN dpc-3590 101 22 of of ADP dpc-3590 101 23 malignant malignant ADJ dpc-3590 101 24 skin skin NOUN dpc-3590 101 25 pathology pathology NOUN dpc-3590 101 26 . . PUNCT dpc-3590 102 1 in in ADP dpc-3590 102 2 the the DET dpc-3590 102 3 chilean chilean PROPN dpc-3590 102 4 healthcare healthcare PROPN dpc-3590 102 5 system system NOUN dpc-3590 102 6 , , PUNCT dpc-3590 102 7 primary primary ADJ dpc-3590 102 8 care care NOUN dpc-3590 102 9 works work VERB dpc-3590 102 10 as as ADP dpc-3590 102 11 a a DET dpc-3590 102 12 gateway gateway NOUN dpc-3590 102 13 for for ADP dpc-3590 102 14 more more ADJ dpc-3590 102 15 specialized specialized ADJ dpc-3590 102 16 levels level NOUN dpc-3590 102 17 of of ADP dpc-3590 102 18 attention attention NOUN dpc-3590 102 19 . . PUNCT dpc-3590 103 1 for for ADP dpc-3590 103 2 that that DET dpc-3590 103 3 reason reason NOUN dpc-3590 103 4 , , PUNCT dpc-3590 103 5 general general ADJ dpc-3590 103 6 practitioners practitioner NOUN dpc-3590 103 7 working work VERB dpc-3590 103 8 at at ADP dpc-3590 103 9 primary primary ADJ dpc-3590 103 10 healthcare healthcare NOUN dpc-3590 103 11 centers center NOUN dpc-3590 103 12 are be AUX dpc-3590 103 13 very very ADV dpc-3590 103 14 likely likely ADJ dpc-3590 103 15 to to PART dpc-3590 103 16 encounter encounter VERB dpc-3590 103 17 numerous numerous ADJ dpc-3590 103 18 cases case NOUN dpc-3590 103 19 of of ADP dpc-3590 103 20 pigmented pigmented ADJ dpc-3590 103 21 lesions lesion NOUN dpc-3590 103 22 , , PUNCT dpc-3590 103 23 either either CCONJ dpc-3590 103 24 through through ADP dpc-3590 103 25 spontaneous spontaneous ADJ dpc-3590 103 26 consultation consultation NOUN dpc-3590 103 27 or or CCONJ dpc-3590 103 28 incidental incidental ADJ dpc-3590 103 29 findings finding NOUN dpc-3590 103 30 in in ADP dpc-3590 103 31 the the DET dpc-3590 103 32 physical physical ADJ dpc-3590 103 33 examination examination NOUN dpc-3590 103 34 . . PUNCT dpc-3590 104 1 nowadays nowadays ADV dpc-3590 104 2 , , PUNCT dpc-3590 104 3 access access NOUN dpc-3590 104 4 to to PART dpc-3590 104 5 dermoscopy dermoscopy VERB dpc-3590 104 6 in in ADP dpc-3590 104 7 primary primary ADJ dpc-3590 104 8 healthcare healthcare NOUN dpc-3590 104 9 centers center NOUN dpc-3590 104 10 is be AUX dpc-3590 104 11 being be AUX dpc-3590 104 12 implemented implement VERB dpc-3590 104 13 through through ADP dpc-3590 104 14 the the DET dpc-3590 104 15 telemedicine telemedicine NOUN dpc-3590 104 16 program program NOUN dpc-3590 104 17 for for ADP dpc-3590 104 18 remote remote ADJ dpc-3590 104 19 diagnostic diagnostic ADJ dpc-3590 104 20 support support NOUN dpc-3590 104 21 from from ADP dpc-3590 104 22 specialists specialist NOUN dpc-3590 104 23 [ [ X dpc-3590 104 24 26 26 NUM dpc-3590 104 25 ] ] PUNCT dpc-3590 104 26 . . PUNCT dpc-3590 105 1 this this DET dpc-3590 105 2 modality modality NOUN dpc-3590 105 3 of of ADP dpc-3590 105 4 attention attention NOUN dpc-3590 105 5 improves improve VERB dpc-3590 105 6 access access NOUN dpc-3590 105 7 to to PART dpc-3590 105 8 care care VERB dpc-3590 105 9 in in ADP dpc-3590 105 10 settings setting NOUN dpc-3590 105 11 where where SCONJ dpc-3590 105 12 dermatology dermatology NOUN dpc-3590 105 13 evaluation evaluation NOUN dpc-3590 105 14 is be AUX dpc-3590 105 15 limited limited ADJ dpc-3590 105 16 , , PUNCT dpc-3590 105 17 especially especially ADV dpc-3590 105 18 in in ADP dpc-3590 105 19 the the DET dpc-3590 105 20 diagnosis diagnosis NOUN dpc-3590 105 21 and and CCONJ dpc-3590 105 22 treatment treatment NOUN dpc-3590 105 23 of of ADP dpc-3590 105 24 melanoma melanoma NOUN dpc-3590 105 25 and and CCONJ dpc-3590 105 26 non non ADJ dpc-3590 105 27 - - ADJ dpc-3590 105 28 melanoma melanoma ADJ dpc-3590 105 29 skin skin NOUN dpc-3590 105 30 cancers cancer NOUN dpc-3590 105 31 [ [ X dpc-3590 105 32 27 27 NUM dpc-3590 105 33 ] ] PUNCT dpc-3590 105 34 . . PUNCT dpc-3590 106 1 however however ADV dpc-3590 106 2 , , PUNCT dpc-3590 106 3 general general ADJ dpc-3590 106 4 physicians physician NOUN dpc-3590 106 5 must must AUX dpc-3590 106 6 have have VERB dpc-3590 106 7 a a DET dpc-3590 106 8 minimum minimum ADJ dpc-3590 106 9 baseline baseline NOUN dpc-3590 106 10 knowledge knowledge NOUN dpc-3590 106 11 of of ADP dpc-3590 106 12 what what PRON dpc-3590 106 13 structures structure NOUN dpc-3590 106 14 and and CCONJ dpc-3590 106 15 patterns pattern NOUN dpc-3590 106 16 to to PART dpc-3590 106 17 observe observe VERB dpc-3590 106 18 when when SCONJ dpc-3590 106 19 performing perform VERB dpc-3590 106 20 a a DET dpc-3590 106 21 dermoscopic dermoscopic ADJ dpc-3590 106 22 evaluation evaluation NOUN dpc-3590 106 23 ; ; PUNCT dpc-3590 106 24 thus thus ADV dpc-3590 106 25 , , PUNCT dpc-3590 106 26 teaching teach VERB dpc-3590 106 27 interventions intervention NOUN dpc-3590 106 28 such such ADJ dpc-3590 106 29 as as ADP dpc-3590 106 30 the the DET dpc-3590 106 31 one one NOUN dpc-3590 106 32 reported report VERB dpc-3590 106 33 in in ADP dpc-3590 106 34 this this DET dpc-3590 106 35 study study NOUN dpc-3590 106 36 could could AUX dpc-3590 106 37 be be AUX dpc-3590 106 38 of of ADP dpc-3590 106 39 great great ADJ dpc-3590 106 40 value value NOUN dpc-3590 106 41 for for ADP dpc-3590 106 42 the the DET dpc-3590 106 43 general general ADJ dpc-3590 106 44 clinical clinical ADJ dpc-3590 106 45 practice practice NOUN dpc-3590 106 46 and and CCONJ dpc-3590 106 47 should should AUX dpc-3590 106 48 be be AUX dpc-3590 106 49 encouraged encourage VERB dpc-3590 106 50 and and CCONJ dpc-3590 106 51 implemented implement VERB dpc-3590 106 52 early early ADV dpc-3590 106 53 in in ADP dpc-3590 106 54 medical medical ADJ dpc-3590 106 55 education education NOUN dpc-3590 106 56 . . PUNCT dpc-3590 107 1 the the DET dpc-3590 107 2 educational educational ADJ dpc-3590 107 3 intervention intervention NOUN dpc-3590 107 4 reported report VERB dpc-3590 107 5 in in ADP dpc-3590 107 6 this this DET dpc-3590 107 7 study study NOUN dpc-3590 107 8 show show NOUN dpc-3590 107 9 rates rate NOUN dpc-3590 107 10 of of ADP dpc-3590 107 11 sensitivity sensitivity NOUN dpc-3590 107 12 and and CCONJ dpc-3590 107 13 specificity specificity NOUN dpc-3590 107 14 for for ADP dpc-3590 107 15 differentiating differentiate VERB dpc-3590 107 16 malignant malignant ADJ dpc-3590 107 17 and and CCONJ dpc-3590 107 18 benign benign ADJ dpc-3590 107 19 conditions condition NOUN dpc-3590 107 20 similar similar ADJ dpc-3590 107 21 to to ADP dpc-3590 107 22 previous previous ADJ dpc-3590 107 23 experiences experience NOUN dpc-3590 107 24 performed perform VERB dpc-3590 107 25 on on ADP dpc-3590 107 26 medical medical ADJ dpc-3590 107 27 students student NOUN dpc-3590 107 28 [ [ X dpc-3590 107 29 28,29 28,29 X dpc-3590 107 30 ] ] X dpc-3590 107 31 . . PUNCT dpc-3590 108 1 for for ADP dpc-3590 108 2 specific specific ADJ dpc-3590 108 3 of of ADP dpc-3590 108 4 malignant malignant ADJ dpc-3590 108 5 pathology pathology NOUN dpc-3590 108 6 was be AUX dpc-3590 108 7 recorded record VERB dpc-3590 108 8 1495 1495 NUM dpc-3590 108 9 times time NOUN dpc-3590 108 10 , , PUNCT dpc-3590 108 11 while while SCONJ dpc-3590 108 12 suspicion suspicion NOUN dpc-3590 108 13 of of ADP dpc-3590 108 14 benign benign ADJ dpc-3590 108 15 pathology pathology NOUN dpc-3590 108 16 was be AUX dpc-3590 108 17 recorded record VERB dpc-3590 108 18 for for ADP dpc-3590 108 19 1755 1755 NUM dpc-3590 108 20 responses response NOUN dpc-3590 108 21 . . PUNCT dpc-3590 109 1 the the DET dpc-3590 109 2 erroneous erroneous ADJ dpc-3590 109 3 classification classification NOUN dpc-3590 109 4 of of ADP dpc-3590 109 5 malignant malignant ADJ dpc-3590 109 6 pathology pathology NOUN dpc-3590 109 7 as as ADP dpc-3590 109 8 benign benign ADJ dpc-3590 109 9 conditions condition NOUN dpc-3590 109 10 was be AUX dpc-3590 109 11 observed observe VERB dpc-3590 109 12 in in ADP dpc-3590 109 13 154 154 NUM dpc-3590 109 14 responses response NOUN dpc-3590 109 15 , , PUNCT dpc-3590 109 16 while while SCONJ dpc-3590 109 17 the the DET dpc-3590 109 18 misclassification misclassification NOUN dpc-3590 109 19 of of ADP dpc-3590 109 20 benign benign ADJ dpc-3590 109 21 conditions condition NOUN dpc-3590 109 22 as as ADP dpc-3590 109 23 malignant malignant ADJ dpc-3590 109 24 pathology pathology NOUN dpc-3590 109 25 was be AUX dpc-3590 109 26 observed observe VERB dpc-3590 109 27 in in ADP dpc-3590 109 28 668 668 NUM dpc-3590 109 29 cases case NOUN dpc-3590 109 30     SPACE dpc-3590 109 31 ( ( PUNCT dpc-3590 109 32 table table NOUN dpc-3590 109 33 1 1 NUM dpc-3590 109 34 ) ) PUNCT dpc-3590 109 35 . . PUNCT dpc-3590 110 1 regarding regard VERB dpc-3590 110 2 sensitivity sensitivity NOUN dpc-3590 110 3 to to PART dpc-3590 110 4 identify identify VERB dpc-3590 110 5 malignant malignant ADJ dpc-3590 110 6 pigmented pigmented ADJ dpc-3590 110 7 lesions lesion NOUN dpc-3590 110 8 , , PUNCT dpc-3590 110 9 a a DET dpc-3590 110 10 range range NOUN dpc-3590 110 11 of of ADP dpc-3590 110 12 73.91 73.91 NUM dpc-3590 110 13 to to PART dpc-3590 110 14 100 100 NUM dpc-3590 110 15 % % NOUN dpc-3590 110 16 was be AUX dpc-3590 110 17 observed observe VERB dpc-3590 110 18 , , PUNCT dpc-3590 110 19 with with ADP dpc-3590 110 20 an an DET dpc-3590 110 21 average average ADJ dpc-3590 110 22 sensitivity sensitivity NOUN dpc-3590 110 23 of of ADP dpc-3590 110 24 89.70 89.70 NUM dpc-3590 110 25 % % NOUN dpc-3590 110 26 . . PUNCT dpc-3590 111 1 specificity specificity NOUN dpc-3590 111 2 ranged range VERB dpc-3590 111 3 from from ADP dpc-3590 111 4 37.03 37.03 NUM dpc-3590 111 5 to to ADP dpc-3590 111 6 88.9 88.9 NUM dpc-3590 111 7 % % NOUN dpc-3590 111 8 with with ADP dpc-3590 111 9 an an DET dpc-3590 111 10 average average ADJ dpc-3590 111 11 specificity specificity NOUN dpc-3590 111 12 of of ADP dpc-3590 111 13 61.99 61.99 NUM dpc-3590 111 14 % % NOUN dpc-3590 111 15 ( ( PUNCT dpc-3590 111 16 table table NOUN dpc-3590 111 17 2 2 NUM dpc-3590 111 18 ) ) PUNCT dpc-3590 111 19 . . PUNCT dpc-3590 112 1 moderate moderate ADJ dpc-3590 112 2 interobserver interobserver PROPN dpc-3590 112 3 agreement agreement NOUN dpc-3590 112 4 was be AUX dpc-3590 112 5 observed observe VERB dpc-3590 112 6 , , PUNCT dpc-3590 112 7 with with ADP dpc-3590 112 8 a a DET dpc-3590 112 9 kappa kappa ADJ dpc-3590 112 10 value value NOUN dpc-3590 112 11 of of ADP dpc-3590 112 12 0.50 0.50 NUM dpc-3590 112 13 with with ADP dpc-3590 112 14 a a DET dpc-3590 112 15 95 95 NUM dpc-3590 112 16 % % NOUN dpc-3590 112 17 confidence confidence NOUN dpc-3590 112 18 interval interval NOUN dpc-3590 112 19 ranging range VERB dpc-3590 112 20 from from ADP dpc-3590 112 21 0.47 0.47 NUM dpc-3590 112 22 to to ADP dpc-3590 112 23 0.54 0.54 NUM dpc-3590 112 24 . . PUNCT dpc-3590 113 1 the the DET dpc-3590 113 2 predictive predictive ADJ dpc-3590 113 3 values value NOUN dpc-3590 113 4 and and CCONJ dpc-3590 113 5 global global ADJ dpc-3590 113 6 efficiency efficiency NOUN dpc-3590 113 7 of of ADP dpc-3590 113 8 the the DET dpc-3590 113 9 evaluation evaluation NOUN dpc-3590 113 10 are be AUX dpc-3590 113 11 reported report VERB dpc-3590 113 12 in in ADP dpc-3590 113 13 table table NOUN dpc-3590 113 14 2 2 NUM dpc-3590 113 15 . . X dpc-3590 113 16 discussion discussion NOUN dpc-3590 113 17 early early ADJ dpc-3590 113 18 detection detection NOUN dpc-3590 113 19 of of ADP dpc-3590 113 20 melanoma melanoma ADJ dpc-3590 113 21 and and CCONJ dpc-3590 113 22 optimal optimal ADJ dpc-3590 113 23 referral referral NOUN dpc-3590 113 24 to to ADP dpc-3590 113 25 the the DET dpc-3590 113 26 specialist specialist NOUN dpc-3590 113 27 start start VERB dpc-3590 113 28 in in ADP dpc-3590 113 29 primary primary ADJ dpc-3590 113 30 care care NOUN dpc-3590 114 1 [ [ X dpc-3590 114 2 18 18 NUM dpc-3590 114 3 ] ] PUNCT dpc-3590 114 4 . . PUNCT dpc-3590 115 1 early early ADJ dpc-3590 115 2 detection detection NOUN dpc-3590 115 3 of of ADP dpc-3590 115 4 malignant malignant ADJ dpc-3590 115 5 pigmented pigment VERB dpc-3590 115 6 skin skin NOUN dpc-3590 115 7 pathology pathology NOUN dpc-3590 115 8 followed follow VERB dpc-3590 115 9 by by ADP dpc-3590 115 10 complete complete ADJ dpc-3590 115 11 resection resection NOUN dpc-3590 115 12 of of ADP dpc-3590 115 13 the the DET dpc-3590 115 14 lesion lesion NOUN dpc-3590 115 15 significantly significantly ADV dpc-3590 115 16 improves improve VERB dpc-3590 115 17 prognosis prognosis NOUN dpc-3590 115 18 . . PUNCT dpc-3590 116 1 general general ADJ dpc-3590 116 2 physicians physician NOUN dpc-3590 116 3 working work VERB dpc-3590 116 4 in in ADP dpc-3590 116 5 primary primary ADJ dpc-3590 116 6 care care NOUN dpc-3590 116 7 are be AUX dpc-3590 116 8 likely likely ADJ dpc-3590 116 9 to to PART dpc-3590 116 10 face face VERB dpc-3590 116 11 malignant malignant ADJ dpc-3590 116 12 melanocytic melanocytic ADJ dpc-3590 116 13 lesions lesion NOUN dpc-3590 116 14 at at ADP dpc-3590 116 15 their their PRON dpc-3590 116 16 earliest early ADJ dpc-3590 116 17 stages stage NOUN dpc-3590 116 18 and and CCONJ dpc-3590 116 19 thus thus ADV dpc-3590 116 20 should should AUX dpc-3590 116 21 be be AUX dpc-3590 116 22 trained train VERB dpc-3590 116 23 on on ADP dpc-3590 116 24 the the DET dpc-3590 116 25 initial initial ADJ dpc-3590 116 26 approach approach NOUN dpc-3590 116 27 for for ADP dpc-3590 116 28 suspicion suspicion NOUN dpc-3590 116 29 of of ADP dpc-3590 116 30 malignant malignant ADJ dpc-3590 116 31 table table NOUN dpc-3590 116 32 1 1 NUM dpc-3590 116 33 . . PUNCT dpc-3590 116 34 total total ADJ dpc-3590 116 35 responses response NOUN dpc-3590 116 36 of of ADP dpc-3590 116 37 malignant malignant ADJ dpc-3590 116 38 and and CCONJ dpc-3590 116 39 benign benign ADJ dpc-3590 116 40 conditions condition NOUN dpc-3590 116 41 as as SCONJ dpc-3590 116 42 classified classify VERB dpc-3590 116 43 using use VERB dpc-3590 116 44 the the DET dpc-3590 116 45 threepoint threepoint NOUN dpc-3590 116 46 checklist checklist NOUN dpc-3590 116 47 in in ADP dpc-3590 116 48 65 65 NUM dpc-3590 116 49 medical medical ADJ dpc-3590 116 50 students student NOUN dpc-3590 116 51 new new ADJ dpc-3590 116 52 to to ADP dpc-3590 116 53 dermatology dermatology NOUN dpc-3590 116 54 true true ADJ dpc-3590 116 55 malignant malignant ADJ dpc-3590 116 56 lesion lesion NOUN dpc-3590 116 57 true true ADJ dpc-3590 116 58 benign benign ADJ dpc-3590 116 59 lesion lesion NOUN dpc-3590 116 60 malignant malignant ADJ dpc-3590 116 61 diagnosis diagnosis NOUN dpc-3590 116 62 response response NOUN dpc-3590 116 63 1341 1341 NUM dpc-3590 116 64 668 668 NUM dpc-3590 116 65 benign benign ADJ dpc-3590 116 66 diagnosis diagnosis NOUN dpc-3590 116 67 response response NOUN dpc-3590 116 68 154 154 NUM dpc-3590 116 69 1087 1087 NUM dpc-3590 116 70 total total NOUN dpc-3590 116 71 responses response NOUN dpc-3590 116 72 3250 3250 NUM dpc-3590 116 73 table table NOUN dpc-3590 116 74 2 2 NUM dpc-3590 116 75 . . X dpc-3590 116 76 specificity specificity NOUN dpc-3590 116 77 , , PUNCT dpc-3590 116 78 sensitivity sensitivity NOUN dpc-3590 116 79 , , PUNCT dpc-3590 116 80 and and CCONJ dpc-3590 116 81 predictive predictive ADJ dpc-3590 116 82 values value NOUN dpc-3590 116 83 of of ADP dpc-3590 116 84 responses response NOUN dpc-3590 116 85 from from ADP dpc-3590 116 86 the the DET dpc-3590 116 87 students student NOUN dpc-3590 116 88 to to PART dpc-3590 116 89 determine determine VERB dpc-3590 116 90 malignant malignant ADJ dpc-3590 116 91 lesions lesion NOUN dpc-3590 116 92 using use VERB dpc-3590 116 93 the the DET dpc-3590 116 94 three three NUM dpc-3590 116 95 - - PUNCT dpc-3590 116 96 point point NOUN dpc-3590 116 97 checklist checklist ADJ dpc-3590 116 98 malignant malignant ADJ dpc-3590 116 99 pathology pathology NOUN dpc-3590 116 100 determination determination NOUN dpc-3590 116 101 range range NOUN dpc-3590 116 102 sensitivity sensitivity NOUN dpc-3590 116 103 89.70 89.70 NUM dpc-3590 116 104 % % NOUN dpc-3590 116 105 73.91–100 73.91–100 NOUN dpc-3590 116 106 specificity specificity NOUN dpc-3590 116 107 61.99 61.99 NUM dpc-3590 116 108 % % NOUN dpc-3590 116 109 37.03–88.88 37.03–88.88 NUM dpc-3590 116 110 positive positive ADJ dpc-3590 116 111 predictive predictive ADJ dpc-3590 116 112 value value NOUN dpc-3590 116 113 66.75 66.75 NUM dpc-3590 116 114 % % NOUN dpc-3590 116 115 negative negative ADJ dpc-3590 116 116 predictive predictive ADJ dpc-3590 116 117 value value NOUN dpc-3590 116 118 87.59 87.59 NUM dpc-3590 116 119 % % NOUN dpc-3590 116 120 global global ADJ dpc-3590 116 121 efficiency efficiency NOUN dpc-3590 116 122 74.71 74.71 NUM dpc-3590 116 123 % % NOUN dpc-3590 116 124 original original ADJ dpc-3590 116 125 article article NOUN dpc-3590 116 126 | | ADV dpc-3590 116 127 dermatol dermatol ADJ dpc-3590 116 128 pract pract NOUN dpc-3590 116 129 concept concept NOUN dpc-3590 116 130 . . PUNCT dpc-3590 117 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 117 2 5 5 NUM dpc-3590 117 3 3 3 NUM dpc-3590 117 4 . . PUNCT dpc-3590 118 1 friedman friedman PROPN dpc-3590 118 2 rj rj PROPN dpc-3590 118 3 , , PUNCT dpc-3590 118 4 rigel rigel PROPN dpc-3590 118 5 ds ds PROPN dpc-3590 118 6 , , PUNCT dpc-3590 118 7 kopf kopf X dpc-3590 118 8 aw aw INTJ dpc-3590 118 9 . . PROPN dpc-3590 118 10 early early ADJ dpc-3590 118 11 detection detection NOUN dpc-3590 118 12 of of ADP dpc-3590 118 13 malignant malignant ADJ dpc-3590 118 14 melanoma melanoma NOUN dpc-3590 118 15 : : PUNCT dpc-3590 118 16 the the DET dpc-3590 118 17 role role NOUN dpc-3590 118 18 of of ADP dpc-3590 118 19 physician physician NOUN dpc-3590 118 20 examination examination NOUN dpc-3590 118 21 and and CCONJ dpc-3590 118 22 self self NOUN dpc-3590 118 23 examination examination NOUN dpc-3590 118 24 of of ADP dpc-3590 118 25 the the DET dpc-3590 118 26 skin skin NOUN dpc-3590 118 27 . . PUNCT dpc-3590 118 28     SPACE dpc-3590 119 1 ca can AUX dpc-3590 119 2 cancer cancer PROPN dpc-3590 119 3 j j PROPN dpc-3590 119 4 clin clin PROPN dpc-3590 119 5 . . PUNCT dpc-3590 120 1 1985;35(3):130 1985;35(3):130 PROPN dpc-3590 120 2 - - SYM dpc-3590 120 3 151 151 NUM dpc-3590 120 4 . . PUNCT dpc-3590 121 1 doi:10.3322 doi:10.3322 NOUN dpc-3590 121 2 / / SYM dpc-3590 121 3 canjclin.35.3.130 canjclin.35.3.130 NOUN dpc-3590 121 4 4 4 X dpc-3590 121 5 . . X dpc-3590 121 6 kittler kittler PROPN dpc-3590 121 7 h. h. PROPN dpc-3590 121 8 evolution evolution NOUN dpc-3590 121 9 of of ADP dpc-3590 121 10 the the DET dpc-3590 121 11 clinical clinical ADJ dpc-3590 121 12 , , PUNCT dpc-3590 121 13 dermoscopic dermoscopic ADJ dpc-3590 121 14 and and CCONJ dpc-3590 121 15 pathologic pathologic ADJ dpc-3590 121 16 diagnosis diagnosis NOUN dpc-3590 121 17 of of ADP dpc-3590 121 18 melanoma melanoma NOUN dpc-3590 121 19 . . PUNCT dpc-3590 122 1 dermatol dermatol NOUN dpc-3590 122 2 pract pract PROPN dpc-3590 122 3 concept concept NOUN dpc-3590 122 4 . . PUNCT dpc-3590 123 1 2021;11(suppl 2021;11(suppl PROPN dpc-3590 123 2 1):e2021163s 1):e2021163s NUM dpc-3590 123 3 . . PUNCT dpc-3590 123 4 doi:10.5826 doi:10.5826 PROPN dpc-3590 123 5 / / SYM dpc-3590 124 1 dpc.11s1a163s dpc.11s1a163s PROPN dpc-3590 124 2 . . PUNCT dpc-3590 125 1 5 5 X dpc-3590 125 2 . . X dpc-3590 125 3 bolcato bolcato PROPN dpc-3590 125 4 v v PROPN dpc-3590 125 5 , , PUNCT dpc-3590 125 6 michelerio michelerio NOUN dpc-3590 125 7 a. a. NOUN dpc-3590 125 8 dermoscopy dermoscopy NOUN dpc-3590 125 9 for for ADP dpc-3590 125 10 cutaneous cutaneous ADJ dpc-3590 125 11 melanoma melanoma NOUN dpc-3590 125 12 : : PUNCT dpc-3590 125 13 under under ADP dpc-3590 125 14 the the DET dpc-3590 125 15 eye eye NOUN dpc-3590 125 16 of of ADP dpc-3590 125 17 both both CCONJ dpc-3590 125 18 the the DET dpc-3590 125 19 dermatologist dermatologist NOUN dpc-3590 125 20 and and CCONJ dpc-3590 125 21 the the DET dpc-3590 125 22 legal legal ADJ dpc-3590 125 23 doctor doctor NOUN dpc-3590 125 24 . . PUNCT dpc-3590 126 1 dermatol dermatol NOUN dpc-3590 126 2 pract pract PROPN dpc-3590 126 3 concept concept NOUN dpc-3590 126 4 . . PUNCT dpc-3590 127 1 2022;12(03):e2022100 2022;12(03):e2022100 PROPN dpc-3590 127 2 . . PUNCT dpc-3590 128 1 doi doi NOUN dpc-3590 128 2 : : PUNCT dpc-3590 128 3 https:// https:// NOUN dpc-3590 128 4 doi.org/10.5826/dpc.1203a100 doi.org/10.5826/dpc.1203a100 NOUN dpc-3590 128 5 . . PUNCT dpc-3590 129 1 6 6 X dpc-3590 129 2 . . X dpc-3590 129 3 wang wang PROPN dpc-3590 129 4 sq sq PROPN dpc-3590 129 5 , , PUNCT dpc-3590 129 6 dusza dusza PROPN dpc-3590 129 7 sw sw PROPN dpc-3590 129 8 , , PUNCT dpc-3590 129 9 scope scope VERB dpc-3590 129 10 a a DET dpc-3590 129 11 , , PUNCT dpc-3590 129 12 braun braun NOUN dpc-3590 129 13 rp rp NOUN dpc-3590 129 14 , , PUNCT dpc-3590 129 15 kopf kopf PROPN dpc-3590 129 16 aw aw PROPN dpc-3590 129 17 , , PUNCT dpc-3590 129 18 marghoob marghoob NOUN dpc-3590 129 19 aa aa NOUN dpc-3590 129 20 . . PUNCT dpc-3590 130 1 differences difference NOUN dpc-3590 130 2 in in ADP dpc-3590 130 3 dermoscopic dermoscopic ADJ dpc-3590 130 4 images image NOUN dpc-3590 130 5 from from ADP dpc-3590 130 6 nonpolarized nonpolarize VERB dpc-3590 130 7 dermoscope dermoscope NOUN dpc-3590 130 8 and and CCONJ dpc-3590 130 9 polarized polarize VERB dpc-3590 130 10 dermoscope dermoscope NOUN dpc-3590 130 11 influence influence NOUN dpc-3590 130 12 the the DET dpc-3590 130 13 diagnostic diagnostic ADJ dpc-3590 130 14 accuracy accuracy NOUN dpc-3590 130 15 and and CCONJ dpc-3590 130 16 confidence confidence NOUN dpc-3590 130 17 level level NOUN dpc-3590 130 18 : : PUNCT dpc-3590 130 19 a a DET dpc-3590 130 20 pilot pilot NOUN dpc-3590 130 21 study study NOUN dpc-3590 130 22 . . PUNCT dpc-3590 131 1 dermatol dermatol NOUN dpc-3590 131 2 surg surg NOUN dpc-3590 131 3 . . PUNCT dpc-3590 132 1 2008;34(10 2008;34(10 NUM dpc-3590 132 2 ): ): PUNCT dpc-3590 132 3 1389 1389 NUM dpc-3590 132 4 - - SYM dpc-3590 132 5 1395 1395 NUM dpc-3590 132 6 . . PUNCT dpc-3590 133 1 doi doi NOUN dpc-3590 133 2 : : PUNCT dpc-3590 133 3 10.1111 10.1111 NUM dpc-3590 133 4 / / SYM dpc-3590 133 5 j.1524 j.1524 PROPN dpc-3590 133 6 - - PUNCT dpc-3590 133 7 4725.2008.34293.x 4725.2008.34293.x PROPN dpc-3590 133 8 . . PUNCT dpc-3590 133 9     SPACE dpc-3590 134 1 epub epub NOUN dpc-3590 134 2 2008 2008 NUM dpc-3590 134 3 jul jul PROPN dpc-3590 134 4 14 14 NUM dpc-3590 134 5 . . PUNCT dpc-3590 135 1 7 7 X dpc-3590 135 2 . . PUNCT dpc-3590 136 1 kato kato PROPN dpc-3590 136 2 j j PROPN dpc-3590 136 3 , , PUNCT dpc-3590 136 4 horimoto horimoto PROPN dpc-3590 136 5 k k PROPN dpc-3590 136 6 , , PUNCT dpc-3590 136 7 sato sato PROPN dpc-3590 136 8 s s PART dpc-3590 136 9 , , PUNCT dpc-3590 136 10 minowa minowa PROPN dpc-3590 136 11 t t PROPN dpc-3590 136 12 , , PUNCT dpc-3590 136 13 uhara uhara PROPN dpc-3590 136 14 h. h. PROPN dpc-3590 136 15 dermoscopy dermoscopy NOUN dpc-3590 136 16 of of ADP dpc-3590 136 17 melanoma melanoma NOUN dpc-3590 136 18 and and CCONJ dpc-3590 136 19 non non ADJ dpc-3590 136 20 - - ADJ dpc-3590 136 21 melanoma melanoma ADJ dpc-3590 136 22 skin skin NOUN dpc-3590 136 23 cancers cancer NOUN dpc-3590 136 24 . . PUNCT dpc-3590 137 1 front front ADJ dpc-3590 137 2 med med PROPN dpc-3590 137 3 ( ( PUNCT dpc-3590 137 4 lausanne lausanne PROPN dpc-3590 137 5 ) ) PUNCT dpc-3590 137 6 . . PUNCT dpc-3590 138 1 2019;6:180 2019;6:180 PROPN dpc-3590 138 2 . . PUNCT dpc-3590 138 3 doi:10.3389 doi:10.3389 PROPN dpc-3590 138 4 / / SYM dpc-3590 138 5 fmed.2019.00180 fmed.2019.00180 PROPN dpc-3590 138 6 . . NOUN dpc-3590 138 7 8 8 NUM dpc-3590 138 8 . . PUNCT dpc-3590 139 1 soyer soyer PROPN dpc-3590 139 2 hp hp PROPN dpc-3590 139 3 , , PUNCT dpc-3590 139 4 argenziano argenziano ADJ dpc-3590 139 5 g g PROPN dpc-3590 139 6 , , PUNCT dpc-3590 139 7 zalaudek zalaudek PROPN dpc-3590 139 8 i i PROPN dpc-3590 139 9 , , PUNCT dpc-3590 139 10 corona corona PROPN dpc-3590 139 11 r r NOUN dpc-3590 139 12 , , PUNCT dpc-3590 139 13 sera sera NOUN dpc-3590 139 14 f f PROPN dpc-3590 139 15 , , PUNCT dpc-3590 139 16 talamini talamini PROPN dpc-3590 139 17 r r NOUN dpc-3590 139 18 , , PUNCT dpc-3590 139 19 et et PROPN dpc-3590 139 20 al al PROPN dpc-3590 139 21 . . PROPN dpc-3590 140 1 three three NUM dpc-3590 140 2 - - PUNCT dpc-3590 140 3 point point NOUN dpc-3590 140 4 checklist checklist NOUN dpc-3590 140 5 of of ADP dpc-3590 140 6 dermoscopy dermoscopy NOUN dpc-3590 140 7 . . PUNCT dpc-3590 141 1 a a DET dpc-3590 141 2 new new ADJ dpc-3590 141 3 screening screening NOUN dpc-3590 141 4 method method NOUN dpc-3590 141 5 for for ADP dpc-3590 141 6 early early ADJ dpc-3590 141 7 detection detection NOUN dpc-3590 141 8 of of ADP dpc-3590 141 9 melanoma melanoma NOUN dpc-3590 141 10 . . PUNCT dpc-3590 142 1 dermatology dermatology NOUN dpc-3590 142 2 . . PUNCT dpc-3590 143 1 2004;208(1):27–31 2004;208(1):27–31 X dpc-3590 143 2 . . PUNCT dpc-3590 144 1 doi doi NOUN dpc-3590 144 2 : : PUNCT dpc-3590 144 3 10.1159/000075042 10.1159/000075042 NUM dpc-3590 144 4 . . NOUN dpc-3590 144 5 9 9 NUM dpc-3590 144 6 . . X dpc-3590 144 7 argenziano argenziano PROPN dpc-3590 144 8 g g NOUN dpc-3590 144 9 , , PUNCT dpc-3590 144 10 puig puig X dpc-3590 144 11 s s PROPN dpc-3590 144 12 , , PUNCT dpc-3590 144 13 zalaudek zalaudek PROPN dpc-3590 144 14 i i PROPN dpc-3590 144 15 , , PUNCT dpc-3590 144 16 sera sera PROPN dpc-3590 144 17 f f PROPN dpc-3590 144 18 , , PUNCT dpc-3590 144 19 corona corona NOUN dpc-3590 144 20 r r NOUN dpc-3590 144 21 , , PUNCT dpc-3590 144 22 alsina alsina PROPN dpc-3590 144 23 m m PROPN dpc-3590 144 24 , , PUNCT dpc-3590 145 1 et et PROPN dpc-3590 145 2 al al PROPN dpc-3590 145 3 . . PROPN dpc-3590 145 4 dermoscopy dermoscopy NOUN dpc-3590 145 5 improves improve VERB dpc-3590 145 6 accuracy accuracy NOUN dpc-3590 145 7 of of ADP dpc-3590 145 8 primary primary ADJ dpc-3590 145 9 care care NOUN dpc-3590 145 10 physicians physician NOUN dpc-3590 145 11 to to PART dpc-3590 145 12 triage triage VERB dpc-3590 145 13 lesions lesion NOUN dpc-3590 145 14 suggestive suggestive ADJ dpc-3590 145 15 of of ADP dpc-3590 145 16 skin skin NOUN dpc-3590 145 17 cancer cancer NOUN dpc-3590 145 18 . . PUNCT dpc-3590 146 1 j j PROPN dpc-3590 146 2 clin clin PROPN dpc-3590 146 3 oncol oncol PROPN dpc-3590 146 4 . . PUNCT dpc-3590 147 1 2006 2006 NUM dpc-3590 147 2 apr apr VERB dpc-3590 147 3 20;24(12):1877–82 20;24(12):1877–82 NUM dpc-3590 147 4 . . PUNCT dpc-3590 147 5 doi doi NOUN dpc-3590 147 6 : : PUNCT dpc-3590 147 7 10.1200 10.1200 NUM dpc-3590 147 8 / / SYM dpc-3590 147 9 jco.2005.05.0864 jco.2005.05.0864 PROPN dpc-3590 147 10 . . PUNCT dpc-3590 148 1 10 10 NUM dpc-3590 148 2 . . X dpc-3590 148 3 gatica gatica PROPN dpc-3590 148 4 jl jl PROPN dpc-3590 148 5 , , PUNCT dpc-3590 148 6 aedo aedo VERB dpc-3590 148 7 inostroza inostroza ADJ dpc-3590 148 8 g g NOUN dpc-3590 148 9 , , PUNCT dpc-3590 148 10 vezna vezna NOUN dpc-3590 148 11 m m PROPN dpc-3590 148 12 , , PUNCT dpc-3590 148 13 loubies loubies PROPN dpc-3590 148 14 r r PROPN dpc-3590 148 15 , , PUNCT dpc-3590 148 16 fuenzalida fuenzalida PROPN dpc-3590 148 17 h h NOUN dpc-3590 148 18 , , PUNCT dpc-3590 148 19 et et PROPN dpc-3590 148 20 al al PROPN dpc-3590 148 21 . . PROPN dpc-3590 148 22 teledermatology teledermatology PROPN dpc-3590 148 23 in in ADP dpc-3590 148 24 chile chile PROPN dpc-3590 148 25 : : PUNCT dpc-3590 148 26 implementation implementation NOUN dpc-3590 148 27 of of ADP dpc-3590 148 28 a a DET dpc-3590 148 29 single single ADJ dpc-3590 148 30 national national ADJ dpc-3590 148 31 system system NOUN dpc-3590 148 32 . . PUNCT dpc-3590 149 1 j j PROPN dpc-3590 149 2 clin clin PROPN dpc-3590 149 3 exp exp NOUN dpc-3590 149 4 dermatol dermatol NOUN dpc-3590 149 5 res re NOUN dpc-3590 149 6 . . PUNCT dpc-3590 149 7 2022 2022 NUM dpc-3590 149 8 ; ; PUNCT dpc-3590 149 9 13:605 13:605 NUM dpc-3590 149 10 . . PUNCT dpc-3590 150 1 doi doi NOUN dpc-3590 150 2 : : PUNCT dpc-3590 150 3 10.35248/21559554.22.13.605 10.35248/21559554.22.13.605 NOUN dpc-3590 150 4 . . PUNCT dpc-3590 151 1 11 11 NUM dpc-3590 151 2 . . PUNCT dpc-3590 151 3 aragón aragón NOUN dpc-3590 151 4 - - PUNCT dpc-3590 151 5 caqueo caqueo PROPN dpc-3590 151 6 d d PROPN dpc-3590 151 7 , , PUNCT dpc-3590 151 8 arceu arceu PROPN dpc-3590 151 9 m m PROPN dpc-3590 151 10 , , PUNCT dpc-3590 151 11 aragón aragón PROPN dpc-3590 151 12 - - PUNCT dpc-3590 151 13 caqueo caqueo PROPN dpc-3590 151 14 g g PROPN dpc-3590 151 15 , , PUNCT dpc-3590 151 16 zamora zamora PROPN dpc-3590 152 1 k k PROPN dpc-3590 152 2 , , PUNCT dpc-3590 152 3 tom tom PROPN dpc-3590 152 4 d d PROPN dpc-3590 152 5 , , PUNCT dpc-3590 152 6 gatica gatica PROPN dpc-3590 152 7 jl jl PROPN dpc-3590 152 8 . . PUNCT dpc-3590 153 1 teledermatología teledermatología PROPN dpc-3590 153 2 en en PROPN dpc-3590 153 3 chile chile PROPN dpc-3590 153 4 : : PUNCT dpc-3590 153 5 experiencia experiencia PROPN dpc-3590 153 6 de de PROPN dpc-3590 153 7 su su PROPN dpc-3590 153 8 implementación implementación PROPN dpc-3590 153 9 temprana temprana PROPN dpc-3590 153 10 . . PUNCT dpc-3590 154 1 piel piel PROPN dpc-3590 154 2 . . PUNCT dpc-3590 155 1 2022;37(1):1–6 2022;37(1):1–6 X dpc-3590 155 2 . . PUNCT dpc-3590 156 1 doi doi PROPN dpc-3590 156 2 : : PUNCT dpc-3590 156 3 https://doi https://doi PROPN dpc-3590 156 4 .org/10.1016 .org/10.1016 PROPN dpc-3590 156 5 / / SYM dpc-3590 156 6 j.piel.2020.12.009 j.piel.2020.12.009 PROPN dpc-3590 156 7 . . PROPN dpc-3590 157 1 12 12 NUM dpc-3590 157 2 . . PUNCT dpc-3590 158 1 gatica gatica PROPN dpc-3590 158 2 jl jl PROPN dpc-3590 158 3 , , PUNCT dpc-3590 158 4 bertoló bertoló PROPN dpc-3590 158 5 s s PROPN dpc-3590 158 6 , , PUNCT dpc-3590 158 7 morales morales PROPN dpc-3590 158 8 e e PROPN dpc-3590 158 9 , , PUNCT dpc-3590 158 10 espinoza espinoza PROPN dpc-3590 158 11 m m PROPN dpc-3590 158 12 , , PUNCT dpc-3590 158 13 contreras contreras PROPN dpc-3590 158 14 c. c. PROPN dpc-3590 158 15 teledermatología teledermatología PROPN dpc-3590 158 16 en en PROPN dpc-3590 158 17 chile chile PROPN dpc-3590 158 18 , , PUNCT dpc-3590 158 19 un un PROPN dpc-3590 158 20 aporte aporte PROPN dpc-3590 158 21 a a PROPN dpc-3590 158 22 la la PROPN dpc-3590 158 23 atención atención PROPN dpc-3590 158 24 primaria primaria PROPN dpc-3590 158 25 de de PROPN dpc-3590 158 26 salud salud PROPN dpc-3590 158 27 . . PUNCT dpc-3590 159 1 piel piel PROPN dpc-3590 159 2 . . PROPN dpc-3590 159 3 2015 2015 NUM dpc-3590 159 4 , , PUNCT dpc-3590 159 5 30 30 NUM dpc-3590 159 6 , , PUNCT dpc-3590 159 7 148–54 148–54 NUM dpc-3590 159 8 . . PUNCT dpc-3590 160 1 doi doi NOUN dpc-3590 160 2 : : PUNCT dpc-3590 160 3 https://doi.org/10.1016 https://doi.org/10.1016 NOUN dpc-3590 160 4 /j.piel.2014.07.007 /j.piel.2014.07.007 SYM dpc-3590 160 5 . . PUNCT dpc-3590 161 1 13 13 NUM dpc-3590 161 2 . . PUNCT dpc-3590 161 3 aragón aragón PROPN dpc-3590 161 4 - - PUNCT dpc-3590 161 5 caqueo caqueo PROPN dpc-3590 161 6 d d NOUN dpc-3590 161 7 , , PUNCT dpc-3590 161 8 arceu arceu PROPN dpc-3590 161 9 ojeda ojeda PROPN dpc-3590 161 10 m m PROPN dpc-3590 161 11 , , PUNCT dpc-3590 161 12 aragón aragón PROPN dpc-3590 161 13 - - PUNCT dpc-3590 161 14 caqueo caqueo PROPN dpc-3590 161 15 g g PROPN dpc-3590 161 16 , , PUNCT dpc-3590 161 17 zamora zamora PROPN dpc-3590 161 18 aragón aragón PROPN dpc-3590 161 19 k k PROPN dpc-3590 161 20 , , PUNCT dpc-3590 161 21 tom tom PROPN dpc-3590 161 22 montalva montalva PROPN dpc-3590 161 23 d d PROPN dpc-3590 161 24 , , PUNCT dpc-3590 161 25 gatica gatica PROPN dpc-3590 161 26 monsalve monsalve VERB dpc-3590 161 27 jl jl PROPN dpc-3590 161 28 . . PROPN dpc-3590 161 29 comparación comparación PROPN dpc-3590 161 30 del del PROPN dpc-3590 161 31 tiempo tiempo PROPN dpc-3590 161 32 de de X dpc-3590 161 33 espera espera PROPN dpc-3590 161 34 de de PROPN dpc-3590 161 35 atención atención PROPN dpc-3590 161 36 dermatológica dermatológica PROPN dpc-3590 161 37 mediante mediante PROPN dpc-3590 161 38 el el PROPN dpc-3590 161 39 uso uso PROPN dpc-3590 161 40 de de PROPN dpc-3590 161 41 teledermatología teledermatología PROPN dpc-3590 161 42 y y PROPN dpc-3590 161 43 derivación derivación PROPN dpc-3590 161 44 presencial presencial PROPN dpc-3590 161 45 . . PUNCT dpc-3590 162 1 piel piel PROPN dpc-3590 162 2 . . PROPN dpc-3590 162 3 2020 2020 NUM dpc-3590 162 4 apr;35(4):220–4 apr;35(4):220–4 NOUN dpc-3590 162 5 . . PUNCT dpc-3590 163 1 doi doi PROPN dpc-3590 163 2 : : PUNCT dpc-3590 163 3 https://doi.org/10.1016/j.piel.2019 https://doi.org/10.1016/j.piel.2019 PROPN dpc-3590 163 4 .07.001 .07.001 PUNCT dpc-3590 164 1 14 14 NUM dpc-3590 164 2 . . PUNCT dpc-3590 165 1 compres compres PROPN dpc-3590 165 2 e e PROPN dpc-3590 165 3 , , PUNCT dpc-3590 165 4 holzem holzem PROPN dpc-3590 165 5 k k PROPN dpc-3590 165 6 , , PUNCT dpc-3590 165 7 ibler ibler NOUN dpc-3590 165 8 e e NOUN dpc-3590 165 9 , , PUNCT dpc-3590 165 10 bierman bierman PROPN dpc-3590 165 11 ja ja PROPN dpc-3590 165 12 , , PUNCT dpc-3590 165 13 rademaker rademaker PROPN dpc-3590 165 14 aw aw INTJ dpc-3590 165 15 , , PUNCT dpc-3590 165 16 kundu kundu NOUN dpc-3590 165 17 r r NOUN dpc-3590 165 18 v. v. ADP dpc-3590 165 19 a a DET dpc-3590 165 20 brief brief ADJ dpc-3590 165 21 dermatology dermatology NOUN dpc-3590 165 22 curriculum curriculum NOUN dpc-3590 165 23 in in ADP dpc-3590 165 24 skin skin NOUN dpc-3590 165 25 cancer cancer NOUN dpc-3590 165 26 detection detection NOUN dpc-3590 165 27 and and CCONJ dpc-3590 165 28 prevention prevention NOUN dpc-3590 165 29 to to PART dpc-3590 165 30 improve improve VERB dpc-3590 165 31 medical medical ADJ dpc-3590 165 32 student student NOUN dpc-3590 165 33 knowledge knowledge NOUN dpc-3590 165 34 and and CCONJ dpc-3590 165 35 confidence confidence NOUN dpc-3590 165 36 . . PUNCT dpc-3590 166 1 mededportal mededportal PROPN dpc-3590 166 2 j j PROPN dpc-3590 166 3 teach teach VERB dpc-3590 166 4 learn learn NOUN dpc-3590 166 5 resour resour NOUN dpc-3590 166 6 . . PUNCT dpc-3590 167 1 2020;16:11049 2020;16:11049 X dpc-3590 167 2 . . PUNCT dpc-3590 167 3 https://doi.org/10.15766/mep_2374-8265.11049 https://doi.org/10.15766/mep_2374-8265.11049 PROPN dpc-3590 167 4 . . PUNCT dpc-3590 168 1 15 15 NUM dpc-3590 168 2 . . PUNCT dpc-3590 169 1 soyer soyer PROPN dpc-3590 169 2 ph ph VERB dpc-3590 169 3 , , PUNCT dpc-3590 169 4 argenziano argenziano ADJ dpc-3590 169 5 g g NOUN dpc-3590 169 6 , , PUNCT dpc-3590 169 7 hofmann hofmann PROPN dpc-3590 169 8 - - PUNCT dpc-3590 169 9 wellenhof wellenhof NOUN dpc-3590 169 10 rm rm PROPN dpc-3590 169 11 zaaudek zaaudek PROPN dpc-3590 169 12 i. i. PROPN dpc-3590 169 13 dermoscopy dermoscopy PROPN dpc-3590 169 14 : : PUNCT dpc-3590 169 15 the the DET dpc-3590 169 16 essentials essential NOUN dpc-3590 169 17 . . PUNCT dpc-3590 170 1 3rd 3rd ADJ dpc-3590 170 2 ed ed NOUN dpc-3590 170 3 . . PUNCT dpc-3590 171 1 edinburgh edinburgh PROPN dpc-3590 171 2 : : PUNCT dpc-3590 171 3 saunders saunder NOUN dpc-3590 171 4 ; ; PUNCT dpc-3590 171 5 2015 2015 NUM dpc-3590 171 6 . . PUNCT dpc-3590 172 1 16 16 NUM dpc-3590 172 2 . . PUNCT dpc-3590 173 1 fleiss fleiss PROPN dpc-3590 173 2 jl jl PROPN dpc-3590 173 3 . . PUNCT dpc-3590 174 1 measuring measure VERB dpc-3590 174 2 nominal nominal ADJ dpc-3590 174 3 scale scale NOUN dpc-3590 174 4 agreement agreement NOUN dpc-3590 174 5 among among ADP dpc-3590 174 6 many many ADJ dpc-3590 174 7 raters rater NOUN dpc-3590 174 8 . . PUNCT dpc-3590 175 1 psychol psychol NOUN dpc-3590 175 2 bull bull PROPN dpc-3590 175 3 . . PUNCT dpc-3590 176 1 1971 1971 NUM dpc-3590 176 2 ; ; PUNCT dpc-3590 176 3 76:378 76:378 NUM dpc-3590 176 4 - - SYM dpc-3590 176 5 82 82 NUM dpc-3590 176 6 . . PUNCT dpc-3590 177 1 17 17 NUM dpc-3590 177 2 . . PUNCT dpc-3590 178 1 fleiss fleiss PROPN dpc-3590 178 2 jl jl PROPN dpc-3590 178 3 . . PUNCT dpc-3590 179 1 statistical statistical ADJ dpc-3590 179 2 methods method NOUN dpc-3590 179 3 for for ADP dpc-3590 179 4 rates rate NOUN dpc-3590 179 5 and and CCONJ dpc-3590 179 6 proportions proportion NOUN dpc-3590 179 7 . . PUNCT dpc-3590 180 1 new new ADJ dpc-3590 180 2     SPACE dpc-3590 180 3 york york PROPN dpc-3590 180 4 : : PUNCT dpc-3590 181 1 john john PROPN dpc-3590 181 2 wiley wiley PROPN dpc-3590 181 3 & & CCONJ dpc-3590 181 4 sons son NOUN dpc-3590 181 5 ; ; PUNCT dpc-3590 181 6 1981 1981 NUM dpc-3590 181 7 : : PUNCT dpc-3590 181 8 212 212 NUM dpc-3590 181 9 - - SYM dpc-3590 181 10 36 36 NUM dpc-3590 181 11 . . PUNCT dpc-3590 181 12 18 18 NUM dpc-3590 181 13 . . PUNCT dpc-3590 181 14 argenziano argenziano PROPN dpc-3590 181 15 g g PROPN dpc-3590 181 16 , , PUNCT dpc-3590 181 17 giacomel giacomel PROPN dpc-3590 181 18 j j PROPN dpc-3590 181 19 , , PUNCT dpc-3590 181 20 abramavicus abramavicus PROPN dpc-3590 181 21 a a X dpc-3590 181 22 , , PUNCT dpc-3590 181 23 et et PROPN dpc-3590 181 24 al al PROPN dpc-3590 181 25 . . PUNCT dpc-3590 181 26 improving improve VERB dpc-3590 181 27 triage triage NOUN dpc-3590 181 28 and and CCONJ dpc-3590 181 29 management management NOUN dpc-3590 181 30 of of ADP dpc-3590 181 31 patients patient NOUN dpc-3590 181 32 with with ADP dpc-3590 181 33 skin skin NOUN dpc-3590 181 34 cancer cancer NOUN dpc-3590 181 35 : : PUNCT dpc-3590 181 36 challenges challenge VERB dpc-3590 181 37 evaluation evaluation NOUN dpc-3590 181 38 of of ADP dpc-3590 181 39 the the DET dpc-3590 181 40 three three NUM dpc-3590 181 41 - - PUNCT dpc-3590 181 42 point point NOUN dpc-3590 181 43 dermoscopy dermoscopy NOUN dpc-3590 181 44 rule rule NOUN dpc-3590 181 45 , , PUNCT dpc-3590 181 46 the the DET dpc-3590 181 47 rates rate NOUN dpc-3590 181 48 of of ADP dpc-3590 181 49 sensitivity sensitivity NOUN dpc-3590 181 50 reported report VERB dpc-3590 181 51 are be AUX dpc-3590 181 52 also also ADV dpc-3590 181 53 comparable comparable ADJ dpc-3590 181 54 to to ADP dpc-3590 181 55 general general ADJ dpc-3590 181 56 physicians physician NOUN dpc-3590 181 57 and and CCONJ dpc-3590 181 58 dermatologists dermatologist NOUN dpc-3590 181 59 without without ADP dpc-3590 181 60 experience experience NOUN dpc-3590 181 61 in in ADP dpc-3590 181 62 dermoscopy dermoscopy NOUN dpc-3590 181 63 , , PUNCT dpc-3590 181 64 but but CCONJ dpc-3590 181 65 with with ADP dpc-3590 181 66 lower low ADJ dpc-3590 181 67 levels level NOUN dpc-3590 181 68 of of ADP dpc-3590 181 69 specificity specificity NOUN dpc-3590 181 70 [ [ X dpc-3590 181 71 30 30 NUM dpc-3590 181 72 ] ] PUNCT dpc-3590 181 73 . . PUNCT dpc-3590 182 1 in in ADP dpc-3590 182 2 addition addition NOUN dpc-3590 182 3 , , PUNCT dpc-3590 182 4 interobserver interobserver PROPN dpc-3590 182 5 agreement agreement NOUN dpc-3590 182 6 showed show VERB dpc-3590 182 7 to to PART dpc-3590 182 8 be be AUX dpc-3590 182 9 remarkably remarkably ADV dpc-3590 182 10 similar similar ADJ dpc-3590 182 11 to to ADP dpc-3590 182 12 other other ADJ dpc-3590 182 13 experiences experience NOUN dpc-3590 182 14 conducted conduct VERB dpc-3590 182 15 on on ADP dpc-3590 182 16 general general ADJ dpc-3590 182 17 physicians physician NOUN dpc-3590 182 18 and and CCONJ dpc-3590 182 19 dermatologists dermatologist NOUN dpc-3590 182 20 with with ADP dpc-3590 182 21 little little ADJ dpc-3590 182 22 experience experience NOUN dpc-3590 182 23 in in ADP dpc-3590 182 24 dermoscopy dermoscopy NOUN dpc-3590 182 25 [ [ X dpc-3590 182 26 30 30 NUM dpc-3590 182 27 ] ] PUNCT dpc-3590 182 28 . . PUNCT dpc-3590 183 1 moreover moreover ADV dpc-3590 183 2 , , PUNCT dpc-3590 183 3 it it PRON dpc-3590 183 4 has have AUX dpc-3590 183 5 been be AUX dpc-3590 183 6 demonstrated demonstrate VERB dpc-3590 183 7 that that SCONJ dpc-3590 183 8 minimal minimal ADJ dpc-3590 183 9 interventions intervention NOUN dpc-3590 183 10 such such ADJ dpc-3590 183 11 as as ADP dpc-3590 183 12 brief brief ADJ dpc-3590 183 13 lectures lecture NOUN dpc-3590 183 14 on on ADP dpc-3590 183 15 dermoscopy dermoscopy NOUN dpc-3590 183 16 and and CCONJ dpc-3590 183 17 pattern pattern NOUN dpc-3590 183 18 recognition recognition NOUN dpc-3590 183 19 , , PUNCT dpc-3590 183 20 based base VERB dpc-3590 183 21 on on ADP dpc-3590 183 22 case case NOUN dpc-3590 183 23 discussion discussion NOUN dpc-3590 183 24 and and CCONJ dpc-3590 183 25 with with ADP dpc-3590 183 26 a a DET dpc-3590 183 27 focus focus NOUN dpc-3590 183 28 on on ADP dpc-3590 183 29 future future ADJ dpc-3590 183 30 clinical clinical ADJ dpc-3590 183 31 practice practice NOUN dpc-3590 183 32 , , PUNCT dpc-3590 183 33 appear appear VERB dpc-3590 183 34 to to PART dpc-3590 183 35 have have VERB dpc-3590 183 36 a a DET dpc-3590 183 37 significant significant ADJ dpc-3590 183 38 impact impact NOUN dpc-3590 183 39 on on ADP dpc-3590 183 40 diagnostic diagnostic ADJ dpc-3590 183 41 performance performance NOUN dpc-3590 183 42 in in ADP dpc-3590 183 43 general general ADJ dpc-3590 183 44 physicians physician NOUN dpc-3590 183 45 using use VERB dpc-3590 183 46 dermoscopy dermoscopy NOUN dpc-3590 183 47 [ [ X dpc-3590 183 48 31 31 NUM dpc-3590 183 49 ] ] PUNCT dpc-3590 183 50 , , PUNCT dpc-3590 183 51 which which PRON dpc-3590 183 52 can can AUX dpc-3590 183 53 also also ADV dpc-3590 183 54 be be AUX dpc-3590 183 55 extrapolated extrapolate VERB dpc-3590 183 56 to to ADP dpc-3590 183 57 physicians physician NOUN dpc-3590 183 58 in in ADP dpc-3590 183 59 training training NOUN dpc-3590 183 60 , , PUNCT dpc-3590 183 61 such such ADJ dpc-3590 183 62 as as ADP dpc-3590 183 63 the the DET dpc-3590 183 64 results result NOUN dpc-3590 183 65 evidenced evidence VERB dpc-3590 183 66 in in ADP dpc-3590 183 67 this this DET dpc-3590 183 68 study study NOUN dpc-3590 183 69 . . PUNCT dpc-3590 184 1 in in ADP dpc-3590 184 2 this this DET dpc-3590 184 3 line line NOUN dpc-3590 184 4 of of ADP dpc-3590 184 5 work work NOUN dpc-3590 184 6 , , PUNCT dpc-3590 184 7 encouraging encourage VERB dpc-3590 184 8 brief brief ADJ dpc-3590 184 9 educational educational ADJ dpc-3590 184 10 interventions intervention NOUN dpc-3590 184 11 on on ADP dpc-3590 184 12 dermoscopy dermoscopy NOUN dpc-3590 184 13 with with ADP dpc-3590 184 14 a a DET dpc-3590 184 15 clinical clinical ADJ dpc-3590 184 16 and and CCONJ dpc-3590 184 17 practical practical ADJ dpc-3590 184 18 approach approach NOUN dpc-3590 184 19 during during ADP dpc-3590 184 20 the the DET dpc-3590 184 21 training training NOUN dpc-3590 184 22 of of ADP dpc-3590 184 23 medical medical ADJ dpc-3590 184 24 students student NOUN dpc-3590 184 25 could could AUX dpc-3590 184 26 also also ADV dpc-3590 184 27 significantly significantly ADV dpc-3590 184 28 contribute contribute VERB dpc-3590 184 29 to to ADP dpc-3590 184 30 their their PRON dpc-3590 184 31 education education NOUN dpc-3590 184 32 and and CCONJ dpc-3590 184 33 allow allow VERB dpc-3590 184 34 for for ADP dpc-3590 184 35 a a DET dpc-3590 184 36 solid solid ADJ dpc-3590 184 37 approach approach NOUN dpc-3590 184 38 when when SCONJ dpc-3590 184 39 encountering encounter VERB dpc-3590 184 40 pigmented pigment VERB dpc-3590 184 41 skin skin NOUN dpc-3590 184 42 lesions lesion NOUN dpc-3590 184 43 in in ADP dpc-3590 184 44 the the DET dpc-3590 184 45 future future NOUN dpc-3590 184 46 . . PUNCT dpc-3590 185 1 finally finally ADV dpc-3590 185 2 , , PUNCT dpc-3590 185 3 as as SCONJ dpc-3590 185 4 medical medical ADJ dpc-3590 185 5 education education NOUN dpc-3590 185 6 progresses progress NOUN dpc-3590 185 7 and and CCONJ dpc-3590 185 8 hours hour NOUN dpc-3590 185 9 of of ADP dpc-3590 185 10 clinical clinical ADJ dpc-3590 185 11 practice practice NOUN dpc-3590 185 12 are be AUX dpc-3590 185 13 gradually gradually ADV dpc-3590 185 14 introduced introduce VERB dpc-3590 185 15 and and CCONJ dpc-3590 185 16 the the DET dpc-3590 185 17 medical medical ADJ dpc-3590 185 18 students student NOUN dpc-3590 185 19 are be AUX dpc-3590 185 20 exposed expose VERB dpc-3590 185 21 to to ADP dpc-3590 185 22 the the DET dpc-3590 185 23 clinical clinical ADJ dpc-3590 185 24 context context NOUN dpc-3590 185 25 , , PUNCT dpc-3590 185 26 it it PRON dpc-3590 185 27 would would AUX dpc-3590 185 28 be be AUX dpc-3590 185 29 interesting interesting ADJ dpc-3590 185 30 to to PART dpc-3590 185 31 study study VERB dpc-3590 185 32 the the DET dpc-3590 185 33 learning learning NOUN dpc-3590 185 34 , , PUNCT dpc-3590 185 35 applicability applicability NOUN dpc-3590 185 36 , , PUNCT dpc-3590 185 37 and and CCONJ dpc-3590 185 38 student student NOUN dpc-3590 185 39 performance performance NOUN dpc-3590 185 40 of of ADP dpc-3590 185 41 the the DET dpc-3590 185 42 three three NUM dpc-3590 185 43 - - PUNCT dpc-3590 185 44 point point NOUN dpc-3590 185 45 dermoscopy dermoscopy NOUN dpc-3590 185 46 rule rule NOUN dpc-3590 185 47 and and CCONJ dpc-3590 185 48 where where SCONJ dpc-3590 185 49 it it PRON dpc-3590 185 50 endures endure VERB dpc-3590 185 51 over over ADP dpc-3590 185 52 time time NOUN dpc-3590 185 53 . . PUNCT dpc-3590 186 1 performing perform VERB dpc-3590 186 2 a a DET dpc-3590 186 3 follow follow NOUN dpc-3590 186 4 - - PUNCT dpc-3590 186 5 up up NOUN dpc-3590 186 6 during during ADP dpc-3590 186 7 the the DET dpc-3590 186 8 last last ADJ dpc-3590 186 9 years year NOUN dpc-3590 186 10 of of ADP dpc-3590 186 11 medical medical ADJ dpc-3590 186 12 school school NOUN dpc-3590 186 13 is be AUX dpc-3590 186 14 of of ADP dpc-3590 186 15 utmost utmost ADJ dpc-3590 186 16 importance importance NOUN dpc-3590 186 17 to to PART dpc-3590 186 18 determine determine VERB dpc-3590 186 19 the the DET dpc-3590 186 20 real real ADJ dpc-3590 186 21 impact impact NOUN dpc-3590 186 22 of of ADP dpc-3590 186 23 the the DET dpc-3590 186 24 aforementioned aforementioned ADJ dpc-3590 186 25 interventions intervention NOUN dpc-3590 186 26 in in ADP dpc-3590 186 27 the the DET dpc-3590 186 28 future future ADJ dpc-3590 186 29 clinical clinical ADJ dpc-3590 186 30 approach approach NOUN dpc-3590 186 31 of of ADP dpc-3590 186 32 pigmented pigmented ADJ dpc-3590 186 33 lesions lesion NOUN dpc-3590 186 34 in in ADP dpc-3590 186 35 primary primary ADJ dpc-3590 186 36 care care NOUN dpc-3590 186 37 . . PUNCT dpc-3590 187 1 conclusion conclusion NOUN dpc-3590 187 2 when when SCONJ dpc-3590 187 3 evaluating evaluate VERB dpc-3590 187 4 melanocytic melanocytic ADJ dpc-3590 187 5 lesions lesion NOUN dpc-3590 187 6 , , PUNCT dpc-3590 187 7 the the DET dpc-3590 187 8 focus focus NOUN dpc-3590 187 9 of of ADP dpc-3590 187 10 primary primary ADJ dpc-3590 187 11 healthcare healthcare NOUN dpc-3590 187 12 and and CCONJ dpc-3590 187 13 general general ADJ dpc-3590 187 14 medical medical ADJ dpc-3590 187 15 education education NOUN dpc-3590 187 16 should should AUX dpc-3590 187 17 emphasize emphasize VERB dpc-3590 187 18 the the DET dpc-3590 187 19 correct correct ADJ dpc-3590 187 20 determination determination NOUN dpc-3590 187 21 of of ADP dpc-3590 187 22 malignant malignant ADJ dpc-3590 187 23 or or CCONJ dpc-3590 187 24 benign benign ADJ dpc-3590 187 25 pathology pathology NOUN dpc-3590 187 26 rather rather ADV dpc-3590 187 27 than than ADP dpc-3590 187 28 making make VERB dpc-3590 187 29 a a DET dpc-3590 187 30 specific specific ADJ dpc-3590 187 31 diagnosis diagnosis NOUN dpc-3590 187 32 . . PUNCT dpc-3590 188 1 teaching teach VERB dpc-3590 188 2 the the DET dpc-3590 188 3 three three NUM dpc-3590 188 4 - - PUNCT dpc-3590 188 5 point point NOUN dpc-3590 188 6 dermoscopy dermoscopy NOUN dpc-3590 188 7 rule rule NOUN dpc-3590 188 8 to to ADP dpc-3590 188 9 medical medical ADJ dpc-3590 188 10 students student NOUN dpc-3590 188 11 new new ADJ dpc-3590 188 12 to to ADP dpc-3590 188 13 dermatology dermatology NOUN dpc-3590 188 14 through through ADP dpc-3590 188 15 a a DET dpc-3590 188 16 theory theory NOUN dpc-3590 188 17 - - PUNCT dpc-3590 188 18 based base VERB dpc-3590 188 19 approach approach NOUN dpc-3590 188 20 based base VERB dpc-3590 188 21 on on ADP dpc-3590 188 22 real real ADJ dpc-3590 188 23 clinical clinical ADJ dpc-3590 188 24 scenarios scenario NOUN dpc-3590 188 25 yields yield VERB dpc-3590 188 26 satisfactory satisfactory ADJ dpc-3590 188 27 levels level NOUN dpc-3590 188 28 of of ADP dpc-3590 188 29 sensitivity sensitivity NOUN dpc-3590 188 30 and and CCONJ dpc-3590 188 31 specificity specificity NOUN dpc-3590 188 32 in in ADP dpc-3590 188 33 differentiating differentiate VERB dpc-3590 188 34 malignant malignant NOUN dpc-3590 188 35 from from ADP dpc-3590 188 36 benign benign ADJ dpc-3590 188 37 pigmented pigmented ADJ dpc-3590 188 38 skin skin NOUN dpc-3590 188 39 lesions lesion NOUN dpc-3590 188 40 , , PUNCT dpc-3590 188 41 with with ADP dpc-3590 188 42 outcomes outcome NOUN dpc-3590 188 43 comparable comparable ADJ dpc-3590 188 44 to to ADP dpc-3590 188 45 general general ADJ dpc-3590 188 46 physicians physician NOUN dpc-3590 188 47 . . PUNCT dpc-3590 189 1 encouraging encourage VERB dpc-3590 189 2 this this DET dpc-3590 189 3 type type NOUN dpc-3590 189 4 of of ADP dpc-3590 189 5 teaching teaching NOUN dpc-3590 189 6 intervention intervention NOUN dpc-3590 189 7 early early ADV dpc-3590 189 8 in in ADP dpc-3590 189 9 the the DET dpc-3590 189 10 training training NOUN dpc-3590 189 11 of of ADP dpc-3590 189 12 general general ADJ dpc-3590 189 13 practitioners practitioner NOUN dpc-3590 189 14 could could AUX dpc-3590 189 15 improve improve VERB dpc-3590 189 16 the the DET dpc-3590 189 17 future future ADJ dpc-3590 189 18 clinical clinical ADJ dpc-3590 189 19 approach approach NOUN dpc-3590 189 20 to to ADP dpc-3590 189 21 pigmented pigmented ADJ dpc-3590 189 22 lesions lesion NOUN dpc-3590 189 23 in in ADP dpc-3590 189 24 primary primary ADJ dpc-3590 189 25 care care NOUN dpc-3590 189 26 , , PUNCT dpc-3590 189 27 and and CCONJ dpc-3590 189 28 ultimately ultimately ADV dpc-3590 189 29 , , PUNCT dpc-3590 189 30 further far ADV dpc-3590 189 31 optimize optimize VERB dpc-3590 189 32 the the DET dpc-3590 189 33 flow flow NOUN dpc-3590 189 34 of of ADP dpc-3590 189 35 referrals referral NOUN dpc-3590 189 36 of of ADP dpc-3590 189 37 malignant malignant ADJ dpc-3590 189 38 pathology pathology NOUN dpc-3590 189 39 to to ADP dpc-3590 189 40 the the DET dpc-3590 189 41 specialist specialist NOUN dpc-3590 189 42 . . PUNCT dpc-3590 190 1 references reference NOUN dpc-3590 190 2 1 1 NUM dpc-3590 190 3 . . PUNCT dpc-3590 190 4 siegel siegel PROPN dpc-3590 190 5 rl rl PROPN dpc-3590 190 6 , , PUNCT dpc-3590 190 7 miller miller PROPN dpc-3590 190 8 kd kd PROPN dpc-3590 190 9 , , PUNCT dpc-3590 190 10 wagle wagle NOUN dpc-3590 190 11 ns ns ADJ dpc-3590 190 12 , , PUNCT dpc-3590 190 13 jemal jemal ADJ dpc-3590 190 14 a. a. NOUN dpc-3590 190 15 cancer cancer NOUN dpc-3590 190 16 statistics statistic NOUN dpc-3590 190 17 , , PUNCT dpc-3590 190 18 2023 2023 NUM dpc-3590 190 19 . . PUNCT dpc-3590 190 20     SPACE dpc-3590 191 1 ca can AUX dpc-3590 191 2 cancer cancer PROPN dpc-3590 191 3 j j PROPN dpc-3590 191 4 clin clin PROPN dpc-3590 191 5 . . PUNCT dpc-3590 192 1 2023;73(1):17 2023;73(1):17 NUM dpc-3590 192 2 - - SYM dpc-3590 192 3 48 48 NUM dpc-3590 192 4 . . PUNCT dpc-3590 193 1 doi:10.3322 doi:10.3322 NOUN dpc-3590 194 1 / / SYM dpc-3590 194 2 caac.21763 caac.21763 PROPN dpc-3590 194 3 . . PROPN dpc-3590 194 4 2 2 X dpc-3590 194 5 . . X dpc-3590 194 6 rastrelli rastrelli PROPN dpc-3590 194 7 m m PROPN dpc-3590 194 8 , , PUNCT dpc-3590 194 9 tropea tropea PROPN dpc-3590 194 10 s s PROPN dpc-3590 194 11 , , PUNCT dpc-3590 194 12 rossi rossi PROPN dpc-3590 194 13 cr cr PROPN dpc-3590 194 14 , , PUNCT dpc-3590 194 15 alaibac alaibac PROPN dpc-3590 194 16 m. m. NOUN dpc-3590 194 17 melanoma melanoma PROPN dpc-3590 194 18 : : PUNCT dpc-3590 194 19 epidemiology epidemiology NOUN dpc-3590 194 20 , , PUNCT dpc-3590 194 21 risk risk NOUN dpc-3590 194 22 factors factor NOUN dpc-3590 194 23 , , PUNCT dpc-3590 194 24 pathogenesis pathogenesis NOUN dpc-3590 194 25 , , PUNCT dpc-3590 194 26 diagnosis diagnosis NOUN dpc-3590 194 27 and and CCONJ dpc-3590 194 28 classification classification NOUN dpc-3590 194 29 . . PUNCT dpc-3590 194 30     SPACE dpc-3590 195 1 in in ADP dpc-3590 195 2 vivo vivo NOUN dpc-3590 195 3 . . PUNCT dpc-3590 196 1 2014;28(6):1005 2014;28(6):1005 NUM dpc-3590 196 2 - - SYM dpc-3590 196 3 1011 1011 NUM dpc-3590 196 4 . . PUNCT dpc-3590 197 1 6 6 NUM dpc-3590 197 2 original original ADJ dpc-3590 197 3 article article NOUN dpc-3590 197 4 | | ADV dpc-3590 197 5 dermatol dermatol ADJ dpc-3590 197 6 pract pract NOUN dpc-3590 197 7 concept concept NOUN dpc-3590 197 8 . . PUNCT dpc-3590 198 1 2024;14(3):e2024211 2024;14(3):e2024211 NUM dpc-3590 198 2 25 25 NUM dpc-3590 198 3 . . PUNCT dpc-3590 199 1 norman norman PROPN dpc-3590 199 2 g g PROPN dpc-3590 199 3 , , PUNCT dpc-3590 199 4 young young PROPN dpc-3590 199 5 m m PROPN dpc-3590 199 6 , , PUNCT dpc-3590 199 7 brooks brooks PROPN dpc-3590 199 8 l. l. PROPN dpc-3590 199 9 non non ADJ dpc-3590 199 10 - - ADJ dpc-3590 199 11 analytical analytical ADJ dpc-3590 199 12 models model NOUN dpc-3590 199 13 of of ADP dpc-3590 199 14 clinical clinical ADJ dpc-3590 199 15 reasoning reasoning NOUN dpc-3590 199 16 : : PUNCT dpc-3590 199 17 the the DET dpc-3590 199 18 role role NOUN dpc-3590 199 19 of of ADP dpc-3590 199 20 experience experience NOUN dpc-3590 199 21 . . PUNCT dpc-3590 200 1 med med PROPN dpc-3590 200 2 educ educ PROPN dpc-3590 200 3 . . PUNCT dpc-3590 201 1 2007;41(12 2007;41(12 NUM dpc-3590 201 2 ): ): PUNCT dpc-3590 201 3 1140 1140 NUM dpc-3590 201 4 - - SYM dpc-3590 201 5 1145 1145 NUM dpc-3590 201 6 . . PUNCT dpc-3590 202 1 doi doi NOUN dpc-3590 202 2 : : PUNCT dpc-3590 202 3 10.1111 10.1111 NUM dpc-3590 202 4 / / SYM dpc-3590 202 5 j.1365 j.1365 NOUN dpc-3590 202 6 - - PUNCT dpc-3590 202 7 2923.2007.02914.x 2923.2007.02914.x NUM dpc-3590 202 8 . . PUNCT dpc-3590 203 1 26 26 NUM dpc-3590 203 2 . . PUNCT dpc-3590 204 1 gatica gatica PROPN dpc-3590 204 2 jl jl PROPN dpc-3590 204 3 , , PUNCT dpc-3590 204 4 aragón aragón PROPN dpc-3590 204 5 - - PUNCT dpc-3590 204 6 caqueo caqueo PROPN dpc-3590 204 7 d d PROPN dpc-3590 204 8 , , PUNCT dpc-3590 204 9 aedo aedo VERB dpc-3590 204 10 g g PROPN dpc-3590 204 11 , , PUNCT dpc-3590 204 12 fuenzalida fuenzalida PROPN dpc-3590 204 13 h h NOUN dpc-3590 204 14 , , PUNCT dpc-3590 204 15 loubies loubies PROPN dpc-3590 204 16 r r NOUN dpc-3590 204 17 , , PUNCT dpc-3590 204 18 aedo aedo PROPN dpc-3590 204 19 s s PROPN dpc-3590 204 20 , , PUNCT dpc-3590 204 21 carrasco carrasco PROPN dpc-3590 204 22 mf mf PROPN dpc-3590 204 23 , , PUNCT dpc-3590 204 24 sabando sabando ADJ dpc-3590 204 25 v v NOUN dpc-3590 204 26 , , PUNCT dpc-3590 204 27 cunill cunill NOUN dpc-3590 204 28 c c NOUN dpc-3590 204 29 , , PUNCT dpc-3590 204 30 letelier letelier PROPN dpc-3590 204 31 mj mj PROPN dpc-3590 204 32 . . PROPN dpc-3590 204 33 teledermatology teledermatology NOUN dpc-3590 204 34 evaluation evaluation NOUN dpc-3590 204 35 and and CCONJ dpc-3590 204 36 feedback feedback NOUN dpc-3590 204 37 systems system NOUN dpc-3590 204 38 : : PUNCT dpc-3590 204 39 a a DET dpc-3590 204 40 tool tool NOUN dpc-3590 204 41 for for ADP dpc-3590 204 42 improving improve VERB dpc-3590 204 43 care care NOUN dpc-3590 204 44 . . PUNCT dpc-3590 205 1 healthcare healthcare PROPN dpc-3590 205 2 . . PUNCT dpc-3590 206 1 2023 2023 NUM dpc-3590 206 2 ; ; PUNCT dpc-3590 206 3 11(11):1626 11(11):1626 NUM dpc-3590 206 4 . . PUNCT dpc-3590 207 1 https://doi https://doi PROPN dpc-3590 207 2 .org/10.3390 .org/10.3390 PROPN dpc-3590 207 3 / / SYM dpc-3590 207 4 healthcare11111626 healthcare11111626 PROPN dpc-3590 207 5 . . PUNCT dpc-3590 208 1 27 27 NUM dpc-3590 208 2 . . PUNCT dpc-3590 208 3 duniphin duniphin PROPN dpc-3590 208 4 dd dd PROPN dpc-3590 208 5 . . PROPN dpc-3590 208 6 limited limited ADJ dpc-3590 208 7 access access NOUN dpc-3590 208 8 to to ADP dpc-3590 208 9 dermatology dermatology NOUN dpc-3590 208 10 specialty specialty NOUN dpc-3590 208 11 care care NOUN dpc-3590 208 12 : : PUNCT dpc-3590 208 13 barriers barrier NOUN dpc-3590 208 14 and and CCONJ dpc-3590 208 15 teledermatology teledermatology NOUN dpc-3590 208 16 . . PUNCT dpc-3590 209 1 dermatol dermatol NOUN dpc-3590 209 2 pract pract PROPN dpc-3590 209 3 concept concept NOUN dpc-3590 209 4 . . PUNCT dpc-3590 210 1 2023;13(1):e2023031 2023;13(1):e2023031 X dpc-3590 210 2 . . PUNCT dpc-3590 210 3 doi:10.5826 doi:10.5826 PROPN dpc-3590 210 4 / / PUNCT dpc-3590 210 5 dpc.1301a31 dpc.1301a31 PROPN dpc-3590 210 6 . . PROPN dpc-3590 211 1 28 28 NUM dpc-3590 211 2 . . PUNCT dpc-3590 212 1 liebman liebman PROPN dpc-3590 212 2 tn tn PROPN dpc-3590 212 3 , , PUNCT dpc-3590 212 4 goulart goulart PROPN dpc-3590 212 5 jm jm PROPN dpc-3590 212 6 , , PUNCT dpc-3590 212 7 soriano soriano PROPN dpc-3590 212 8 r r PROPN dpc-3590 212 9 , , PUNCT dpc-3590 212 10 et et PROPN dpc-3590 212 11 al al PROPN dpc-3590 212 12 . . PROPN dpc-3590 212 13 effect effect NOUN dpc-3590 212 14 of of ADP dpc-3590 212 15 dermoscopy dermoscopy NOUN dpc-3590 212 16 education education NOUN dpc-3590 212 17 on on ADP dpc-3590 212 18 the the DET dpc-3590 212 19 ability ability NOUN dpc-3590 212 20 of of ADP dpc-3590 212 21 medical medical ADJ dpc-3590 212 22 students student NOUN dpc-3590 212 23 to to PART dpc-3590 212 24 detect detect VERB dpc-3590 212 25 skin skin NOUN dpc-3590 212 26 cancer cancer NOUN dpc-3590 212 27 . . PUNCT dpc-3590 213 1 arch arch ADJ dpc-3590 213 2 dermatol dermatol NOUN dpc-3590 213 3 . . PUNCT dpc-3590 214 1 2012;148(9):1016 2012;148(9):1016 NUM dpc-3590 214 2 - - SYM dpc-3590 214 3 1022 1022 NUM dpc-3590 214 4 . . PUNCT dpc-3590 215 1 doi:10.1001/ doi:10.1001/ NOUN dpc-3590 216 1 archdermatol.2012.509 archdermatol.2012.509 ADP dpc-3590 216 2 29 29 NUM dpc-3590 216 3 . . PUNCT dpc-3590 217 1 tschandl tschandl PROPN dpc-3590 217 2 p p NOUN dpc-3590 217 3 , , PUNCT dpc-3590 217 4 kittler kittler NOUN dpc-3590 217 5 h h NOUN dpc-3590 217 6 , , PUNCT dpc-3590 217 7 schmid schmid PROPN dpc-3590 217 8 k k PROPN dpc-3590 217 9 , , PUNCT dpc-3590 217 10 zalaudek zalaudek PROPN dpc-3590 217 11 i i PRON dpc-3590 217 12 , , PUNCT dpc-3590 217 13 argenziano argenziano ADJ dpc-3590 217 14 g. g. NOUN dpc-3590 217 15 teaching teach VERB dpc-3590 217 16 dermatoscopy dermatoscopy NOUN dpc-3590 217 17 of of ADP dpc-3590 217 18 pigmented pigmented ADJ dpc-3590 217 19 skin skin NOUN dpc-3590 217 20 tumours tumour NOUN dpc-3590 217 21 to to ADP dpc-3590 217 22 novices novice NOUN dpc-3590 217 23 : : PUNCT dpc-3590 217 24 comparison comparison NOUN dpc-3590 217 25 of of ADP dpc-3590 217 26 analytic analytic ADJ dpc-3590 217 27 vs. vs. X dpc-3590 217 28 heuristic heuristic ADJ dpc-3590 217 29 approach approach NOUN dpc-3590 217 30 . . PUNCT dpc-3590 218 1 j j PROPN dpc-3590 218 2 eur eur PROPN dpc-3590 218 3 acad acad PROPN dpc-3590 218 4 dermatology dermatology NOUN dpc-3590 218 5 venereol venereol NOUN dpc-3590 218 6 . . PUNCT dpc-3590 219 1 2015;29(6):1198–204 2015;29(6):1198–204 X dpc-3590 219 2 . . NOUN dpc-3590 219 3 30 30 NUM dpc-3590 219 4 . . PUNCT dpc-3590 220 1 zalaudek zalaudek PROPN dpc-3590 220 2 i i PRON dpc-3590 220 3 , , PUNCT dpc-3590 220 4 argenziano argenziano VERB dpc-3590 220 5 g g PROPN dpc-3590 220 6 , , PUNCT dpc-3590 220 7 soyer soyer PROPN dpc-3590 220 8 hp hp PROPN dpc-3590 220 9 , , PUNCT dpc-3590 220 10 et et PROPN dpc-3590 220 11 al al PROPN dpc-3590 220 12 . . PROPN dpc-3590 221 1 three three NUM dpc-3590 221 2 - - PUNCT dpc-3590 221 3 point point NOUN dpc-3590 221 4 checklist checklist NOUN dpc-3590 221 5 of of ADP dpc-3590 221 6 dermoscopy dermoscopy NOUN dpc-3590 221 7 : : PUNCT dpc-3590 221 8 an an DET dpc-3590 221 9 open open ADJ dpc-3590 221 10 internet internet NOUN dpc-3590 221 11 study study NOUN dpc-3590 221 12 . . PUNCT dpc-3590 222 1 br br PROPN dpc-3590 222 2 j j PROPN dpc-3590 222 3 dermatol dermatol NOUN dpc-3590 222 4 . . PUNCT dpc-3590 223 1 2006;154(3):431 2006;154(3):431 NUM dpc-3590 223 2 - - SYM dpc-3590 223 3 437 437 NUM dpc-3590 223 4 . . PUNCT dpc-3590 224 1 doi:10.1111 doi:10.1111 ADJ dpc-3590 224 2 / / SYM dpc-3590 224 3 j.1365 j.1365 NOUN dpc-3590 224 4 - - PUNCT dpc-3590 224 5 2133.2005.06983.x 2133.2005.06983.x NUM dpc-3590 224 6 31 31 NUM dpc-3590 224 7 . . PUNCT dpc-3590 225 1 harkemanne harkemanne PROPN dpc-3590 225 2 e e PROPN dpc-3590 225 3 , , PUNCT dpc-3590 225 4 legrand legrand PROPN dpc-3590 225 5 c c AUX dpc-3590 225 6 , , PUNCT dpc-3590 225 7 sawadogo sawadogo PROPN dpc-3590 225 8 k k PROPN dpc-3590 225 9 , , PUNCT dpc-3590 225 10 et et PROPN dpc-3590 225 11 al al PROPN dpc-3590 225 12 . . PUNCT dpc-3590 225 13 evaluation evaluation NOUN dpc-3590 225 14 of of ADP dpc-3590 225 15 primary primary ADJ dpc-3590 225 16 care care NOUN dpc-3590 225 17 physicians physician NOUN dpc-3590 225 18 ’ ' PUNCT dpc-3590 225 19 competence competence NOUN dpc-3590 225 20 in in ADP dpc-3590 225 21 selective selective ADJ dpc-3590 225 22 skin skin NOUN dpc-3590 225 23 tumour tumour NOUN dpc-3590 225 24 triage triage NOUN dpc-3590 225 25 after after ADP dpc-3590 225 26 short short ADJ dpc-3590 225 27 versus versus ADP dpc-3590 225 28 long long ADJ dpc-3590 225 29 dermoscopy dermoscopy NOUN dpc-3590 225 30 training training NOUN dpc-3590 225 31 : : PUNCT dpc-3590 225 32 a a DET dpc-3590 225 33 randomized randomized ADJ dpc-3590 225 34 non non NOUN dpc-3590 225 35 inferiority inferiority NOUN dpc-3590 225 36 trial trial NOUN dpc-3590 225 37 . . PUNCT dpc-3590 226 1 j j PROPN dpc-3590 226 2 eur eur PROPN dpc-3590 226 3 acad acad PROPN dpc-3590 226 4 dermatol dermatol NOUN dpc-3590 226 5 venereol venereol NOUN dpc-3590 226 6 . . PUNCT dpc-3590 227 1 2023;10.1111 2023;10.1111 PROPN dpc-3590 227 2 /jdv.19087 /jdv.19087 PROPN dpc-3590 227 3 . . PUNCT dpc-3590 228 1 doi:10.1111 doi:10.1111 PROPN dpc-3590 228 2 / / SYM dpc-3590 228 3 jdv.19087 jdv.19087 X dpc-3590 228 4 . . PUNCT dpc-3590 229 1 and and CCONJ dpc-3590 229 2 considerations consideration NOUN dpc-3590 229 3 for for ADP dpc-3590 229 4 the the DET dpc-3590 229 5 future future NOUN dpc-3590 229 6 . . PUNCT dpc-3590 230 1 expert expert NOUN dpc-3590 230 2 rev rev PROPN dpc-3590 230 3 anticancer anticancer NOUN dpc-3590 230 4 ther ther ADV dpc-3590 230 5 . . PUNCT dpc-3590 231 1 2012;12(5):609 2012;12(5):609 NOUN dpc-3590 231 2 - - PUNCT dpc-3590 231 3 621 621 NUM dpc-3590 231 4 . . PUNCT dpc-3590 231 5 doi:10.1586 doi:10.1586 ADJ dpc-3590 231 6 / / SYM dpc-3590 231 7 era.12.38 era.12.38 NOUN dpc-3590 231 8 19 19 NUM dpc-3590 231 9 . . PUNCT dpc-3590 232 1 koelink koelink PROPN dpc-3590 232 2 cj cj NOUN dpc-3590 232 3 , , PUNCT dpc-3590 232 4 kollen kollen VERB dpc-3590 232 5 bj bj VERB dpc-3590 232 6 , , PUNCT dpc-3590 232 7 groenhof groenhof PROPN dpc-3590 232 8 f f X dpc-3590 232 9 , , PUNCT dpc-3590 232 10 van van PROPN dpc-3590 232 11 der der PROPN dpc-3590 232 12 meer meer PROPN dpc-3590 232 13 k k PROPN dpc-3590 232 14 , , PUNCT dpc-3590 232 15 van van PROPN dpc-3590 232 16 der der PROPN dpc-3590 232 17 heide heide PROPN dpc-3590 232 18 wk wk PROPN dpc-3590 232 19 . . PROPN dpc-3590 233 1 skin skin NOUN dpc-3590 233 2 lesions lesion NOUN dpc-3590 233 3 suspected suspect VERB dpc-3590 233 4 of of ADP dpc-3590 233 5 malignancy malignancy NOUN dpc-3590 233 6 : : PUNCT dpc-3590 233 7 an an DET dpc-3590 233 8 increasing increase VERB dpc-3590 233 9 burden burden NOUN dpc-3590 233 10 on on ADP dpc-3590 233 11 general general ADJ dpc-3590 233 12 practice practice NOUN dpc-3590 233 13 . . PUNCT dpc-3590 234 1 bmc bmc PROPN dpc-3590 234 2 fam fam PROPN dpc-3590 234 3 pract pract PROPN dpc-3590 234 4 . . PUNCT dpc-3590 235 1 2014;15:29 2014;15:29 NUM dpc-3590 235 2 . . PUNCT dpc-3590 235 3 doi:10.1186 doi:10.1186 VERB dpc-3590 235 4 /1471 /1471 PUNCT dpc-3590 235 5 - - PUNCT dpc-3590 235 6 2296 2296 NUM dpc-3590 235 7 - - PUNCT dpc-3590 235 8 15 15 NUM dpc-3590 235 9 - - SYM dpc-3590 235 10 29 29 NUM dpc-3590 235 11 20 20 NUM dpc-3590 235 12 . . PUNCT dpc-3590 236 1 brancaccio brancaccio PROPN dpc-3590 236 2 g g PROPN dpc-3590 236 3 , , PUNCT dpc-3590 236 4 russo russo PROPN dpc-3590 236 5 t t PROPN dpc-3590 236 6 , , PUNCT dpc-3590 236 7 lallas lallas PROPN dpc-3590 236 8 a a PRON dpc-3590 236 9 , , PUNCT dpc-3590 236 10 moscarella moscarella NOUN dpc-3590 236 11 e e NOUN dpc-3590 236 12 , , PUNCT dpc-3590 236 13 agozzino agozzino PROPN dpc-3590 236 14 m m PROPN dpc-3590 236 15 , , PUNCT dpc-3590 236 16 argenziano argenziano ADJ dpc-3590 236 17 g. g. NOUN dpc-3590 236 18 melanoma melanoma PROPN dpc-3590 236 19 : : PUNCT dpc-3590 236 20 clinical clinical ADJ dpc-3590 236 21 and and CCONJ dpc-3590 236 22 dermoscopic dermoscopic ADJ dpc-3590 236 23 diagnosis diagnosis NOUN dpc-3590 236 24 . . PUNCT dpc-3590 237 1 g g ADP dpc-3590 237 2 ital ital ADJ dpc-3590 237 3 dermatol dermatol NOUN dpc-3590 237 4 venereol venereol NOUN dpc-3590 237 5 . . PUNCT dpc-3590 238 1 2017;152(3):213 2017;152(3):213 NUM dpc-3590 238 2 - - SYM dpc-3590 238 3 223 223 NUM dpc-3590 238 4 . . PUNCT dpc-3590 239 1 doi:10.23736 doi:10.23736 NOUN dpc-3590 239 2 /s0392 /s0392 PROPN dpc-3590 239 3 - - PUNCT dpc-3590 239 4 0488.17.05571 0488.17.05571 NOUN dpc-3590 239 5 - - PUNCT dpc-3590 239 6 7 7 NUM dpc-3590 239 7 21 21 NUM dpc-3590 239 8 . . PUNCT dpc-3590 240 1 american american PROPN dpc-3590 240 2 academy academy PROPN dpc-3590 240 3 of of ADP dpc-3590 240 4 family family NOUN dpc-3590 240 5 physicians physician NOUN dpc-3590 240 6 ( ( PUNCT dpc-3590 240 7 aafp aafp PROPN dpc-3590 240 8 ) ) PUNCT dpc-3590 240 9 . . PUNCT dpc-3590 241 1 recommended recommend VERB dpc-3590 241 2 curriculum curriculum NOUN dpc-3590 241 3 guidelines guideline NOUN dpc-3590 241 4 for for ADP dpc-3590 241 5 family family NOUN dpc-3590 241 6 medicine medicine NOUN dpc-3590 241 7 residents resident NOUN dpc-3590 241 8 : : PUNCT dpc-3590 241 9 conditions condition NOUN dpc-3590 241 10 of of ADP dpc-3590 241 11 the the DET dpc-3590 241 12 skin skin NOUN dpc-3590 241 13 . . PUNCT dpc-3590 242 1 aafp aafp PROPN dpc-3590 242 2 . . PUNCT dpc-3590 243 1 2021 2021 NUM dpc-3590 244 1 ; ; PUNCT dpc-3590 244 2 reprint reprint VERB dpc-3590 244 3 no no NOUN dpc-3590 244 4 . . PUNCT dpc-3590 245 1 271 271 NUM dpc-3590 245 2 : : PUNCT dpc-3590 245 3 1 1 NUM dpc-3590 245 4 - - SYM dpc-3590 245 5 6 6 NUM dpc-3590 245 6 . . PUNCT dpc-3590 246 1 https:// https:// NOUN dpc-3590 246 2 www.aafp.org/students-residents/residency-program-directors www.aafp.org/students-residents/residency-program-director NOUN dpc-3590 246 3 /curriculum /curriculum NOUN dpc-3590 246 4 - - SYM dpc-3590 246 5 guidelines.html guidelines.html NUM dpc-3590 246 6 22 22 NUM dpc-3590 246 7 . . PUNCT dpc-3590 247 1 posada posada PROPN dpc-3590 247 2 el el PROPN dpc-3590 247 3 , , PUNCT dpc-3590 247 4 lauck lauck PROPN dpc-3590 247 5 kc kc PROPN dpc-3590 247 6 , , PUNCT dpc-3590 247 7 tran tran PROPN dpc-3590 247 8 t t PROPN dpc-3590 247 9 , , PUNCT dpc-3590 247 10 krause krause PROPN dpc-3590 247 11 kj kj PROPN dpc-3590 247 12 , , PUNCT dpc-3590 247 13 nelson nelson PROPN dpc-3590 247 14 kc kc PROPN dpc-3590 247 15 . . PUNCT dpc-3590 248 1 educational educational ADJ dpc-3590 248 2 interventions intervention NOUN dpc-3590 248 3 to to PART dpc-3590 248 4 support support VERB dpc-3590 248 5 primary primary ADJ dpc-3590 248 6 care care NOUN dpc-3590 248 7 provider provider NOUN dpc-3590 248 8 performance performance NOUN dpc-3590 248 9 of of ADP dpc-3590 248 10 diagnostic diagnostic ADJ dpc-3590 248 11 skin skin NOUN dpc-3590 248 12 cancer cancer NOUN dpc-3590 248 13 examinations examination NOUN dpc-3590 248 14 : : PUNCT dpc-3590 248 15 a a DET dpc-3590 248 16 systematic systematic ADJ dpc-3590 248 17 literature literature NOUN dpc-3590 248 18 review review NOUN dpc-3590 248 19 . . PUNCT dpc-3590 249 1 j j PROPN dpc-3590 249 2 cancer cancer NOUN dpc-3590 249 3 educ educ PROPN dpc-3590 249 4 . . PUNCT dpc-3590 250 1 2022;37(6):1579 2022;37(6):1579 NUM dpc-3590 250 2 - - SYM dpc-3590 250 3 1588 1588 NUM dpc-3590 250 4 . . PUNCT dpc-3590 251 1 doi:10.1007 doi:10.1007 VERB dpc-3590 251 2 /s13187 /s13187 PUNCT dpc-3590 251 3 - - PUNCT dpc-3590 251 4 021 021 NUM dpc-3590 251 5 - - PUNCT dpc-3590 251 6 02118 02118 NUM dpc-3590 251 7 - - SYM dpc-3590 251 8 8 8 NUM dpc-3590 251 9 23 23 NUM dpc-3590 251 10 . . PUNCT dpc-3590 252 1 tran tran PROPN dpc-3590 252 2 t t PROPN dpc-3590 252 3 , , PUNCT dpc-3590 252 4 ternov ternov PROPN dpc-3590 252 5 nk nk PROPN dpc-3590 252 6 , , PUNCT dpc-3590 252 7 weber weber PROPN dpc-3590 252 8 j j PROPN dpc-3590 252 9 , , PUNCT dpc-3590 252 10 et et PROPN dpc-3590 252 11 al al PROPN dpc-3590 252 12 . . PUNCT dpc-3590 253 1 theory theory NOUN dpc-3590 253 2 - - PUNCT dpc-3590 253 3 based base VERB dpc-3590 253 4 approaches approach NOUN dpc-3590 253 5 to to PART dpc-3590 253 6 support support VERB dpc-3590 253 7 dermoscopic dermoscopic ADJ dpc-3590 253 8 image image NOUN dpc-3590 253 9 interpretation interpretation NOUN dpc-3590 253 10 education education NOUN dpc-3590 253 11 : : PUNCT dpc-3590 253 12 a a DET dpc-3590 253 13 review review NOUN dpc-3590 253 14 of of ADP dpc-3590 253 15 the the DET dpc-3590 253 16 literature literature NOUN dpc-3590 253 17 . . PUNCT dpc-3590 254 1 dermatol dermatol NOUN dpc-3590 254 2 pract pract PROPN dpc-3590 254 3 concept concept NOUN dpc-3590 254 4 . . PUNCT dpc-3590 255 1 2022;12(4):e2022188 2022;12(4):e2022188 X dpc-3590 255 2 . . X dpc-3590 255 3 doi:10.5826 doi:10.5826 PROPN dpc-3590 255 4 / / SYM dpc-3590 255 5 dpc.1204a188 dpc.1204a188 PROPN dpc-3590 255 6 . . PUNCT dpc-3590 256 1 24 24 NUM dpc-3590 256 2 . . X dpc-3590 257 1 gronchi gronchi PROPN dpc-3590 257 2 g g PROPN dpc-3590 257 3 , , PUNCT dpc-3590 257 4 giovannelli giovannelli PROPN dpc-3590 257 5 f. f. PROPN dpc-3590 257 6 dual dual PROPN dpc-3590 257 7 process process NOUN dpc-3590 257 8 theory theory NOUN dpc-3590 257 9 of of ADP dpc-3590 257 10 thought thought NOUN dpc-3590 257 11 and and CCONJ dpc-3590 257 12 default default NOUN dpc-3590 257 13 mode mode NOUN dpc-3590 257 14 network network NOUN dpc-3590 257 15 : : PUNCT dpc-3590 257 16 a a DET dpc-3590 257 17 possible possible ADJ dpc-3590 257 18 neural neural ADJ dpc-3590 257 19 foundation foundation NOUN dpc-3590 257 20 of of ADP dpc-3590 257 21 fast fast ADJ dpc-3590 257 22 thinking thinking NOUN dpc-3590 257 23 . . PUNCT dpc-3590 258 1 front front PROPN dpc-3590 258 2 psychol psychol PROPN dpc-3590 258 3 . . PUNCT dpc-3590 259 1 2018;9:1237 2018;9:1237 NUM dpc-3590 259 2 . . PUNCT dpc-3590 260 1 doi doi NOUN dpc-3590 260 2 : : PUNCT dpc-3590 260 3 10.3389 10.3389 NUM dpc-3590 260 4 / / SYM dpc-3590 260 5 fpsyg fpsyg NOUN dpc-3590 260 6 .2018.01237 .2018.01237 PROPN dpc-3590 260 7 . . PUNCT