D:\sbornik\...\tpel.DVI


Mathematical Problems of Computer Science 36, 63{69, 2012.

Designing a N ew Fr amewor k for the P atient A®ected

with H ear t P r oblem

I-S h ya n H wa n g y a n d D . B e yb u t ya n z

yYuan Ze University Chung-Li, Taiwan
zInstitute for Informatics and Automation Problems of NAS of RA
e-mail: ishwang@saturn.yzu.edu.tw, beybutyandavid@gmail.com

Abstract

According to recent research healthcare is becoming more expensive and less acces-
sible for general public. Cellular phones and GSM networks are considered as cheapest
and most accessible means of communications, so they can be used as one of the best
devices in creating healthcare systems. During recent years several commercial tools
are introduced to monitor and improve health. Each of the present pieces of software
in the ¯eld of heart diseases accounts for a separate task. In present work we try to
de¯ne a new frame work and software that can cover all kinds of heart disorders is
an ideal for patients and that they can use it with the least know-how and e®ort. We
designed the software so, that it should be easy to use, independent from any operating
system and hardware of cell phone, independent from place as well as it can predict
heart attack and in case of emergency, immediately send the alarm.

Keywords: Mobile healthcare, GSM, ECG signal, heart attack, visual data, pre-
dict, software, java.

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6 4 Designing a New Framework for the Patient A®ected with Heart Problem

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I-Shyan Hwang and D. Beybutyan 6 5

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Üáñ Íñ³·ñ³ÛÇÝ Ùáï»óáõÙÝ»ñÇ Ý³Ë³·ÍáõÙ
ëñï³ÝáóÛÇÝ ÑÇí³Ý¹áõÃÛáõÝ áõÝ»óáÕÝ»ñÇ Ñ³Ù³ñ

Æ-ÞÛ³Ý Ðí³Ý· ¨ ¸. ´»ÛµáõÃÛ³Ý

²Ù÷á÷áõÙ

Àëï í»ñçÇÝ Ñ»ï³½áïáõÃÛáõÝÝ»ñÇ ³ñ¹ÛáõÝùÝ»ñÇ ³éáÕç³å³ÑáõÃÛáõÝÁ ¹³éÝáõÙ ¿ ³-
í»ÉÇ Ã³ÝÏ ¨ áã ѳë³Ý»ÉÇ Ñ³ÝñáõÃÛ³ÝÁ: ´çç³ÛÇÝ Ñ»é³ËáëÝ»ñÁ ¨ GSM ó³Ýó»ñÁ ѳٳñ-
íáõÙ »Ý ³Ù»Ý³¿Å³Ý ¨ ³é³í»É Ù³ïã»ÉÇ Ï³åÇ ÙÇçáóÝ»ñ: л勉µ³ñ, ³éáÕç³å³ÑáõÃÛ³Ý
ѳٳϳñ·áõÙ Ýñ³Ýù ϳñáÕ »Ý ͳé³Û»É áñå»ë É³í³·áõÛÝ ë³ñù³íáñáõÙÝ»ñ: ì»ñçÇÝ
ï³ñÇÝ»ñÇ ÁÝóóùáõÙ ³é³ç³ñÏí»É »Ý áñáß ÏáÙ»ñóÇáÝ ë³ñù³íáñáõÙÝ»ñ, áñáÝù ÃáõÛ-
ɳïñáõÙ »Ý í»ñ³ÑëÏ»É ¨ µ³ñ»É³í»É ÑÇí³Ý¹Ç ³éáÕç³Ï³Ý íÇ׳ÏÁ: êñïÇ ÑÇí³Ý¹áõ-
ÃÛáõÝÝ»ñÇ áÉáñïáõÙ ³Ù»Ý ÙÇ Íñ³·Çñ û·ï³·áñÍíáõÙ ¿ »½³ÏÇ ËݹñÇ ÉáõÍÙ³Ý Ñ³Ù³ñ:
Ü»ñϳ ³ß˳ï³ÝùáõÙ ÷áñÓ»É »Ýù áñáß³ÏdzóÝ»É ³ß˳ï³ÝùÇ ³ÛÝåÇëÇ ßñç³Ý³Ï³Ý»ñ
áõ Íñ³·Çñ, áñáÝù ÏϳñáÕ³Ý³Ý Í³ÍÏ»É ëñïÇ ³ß˳ï³ÝùÇ µáÉáñ ïÇåÇ ³Ýϳñ·³-
íáñí³ÍáõÃÛáõÝÝ»ñÁ: ÐÇí³Ý¹Ý»ñÇ Ñ³Ù³ñ ¹³ ÏÉÇÝÇ Ç¹»³É³Ï³Ý ³ÛÝù³Ýáí, áñ Ýñ³Ýù
ÏϳñáÕ³Ý³Ý ³ÛÝ û·ï³·áñÍ»É ÙÇÝÇÙ³É áõëáõóÙ³Ý ¨ ç³Ýù»ñÇ ·Ýáí: Ìñ³·ÇñÁ ·ñí³Í
¿ ³ÛÝå»ë, áñ ³ÛÝ ÉÇÝÇ Ñ»ßï ÏÇñ³é»ÉÇ, ³ÝÏ³Ë ó³Ýϳó³Í ûå»ñ³óÇáÝ Ñ³Ù³Ï³ñ·Çó



6 6 Designing a New Framework for the Patient A®ected with Heart Problem

¨ µçç³ÛÇÝ Ñ»é³ËáëÇ Ï³éáõóí³ÍùÇó: ²ÛÝ å»ïù ¿ ³ÝÏ³Ë ÉÇÝÇ ï»ÕÇó, ÇÝãå»ë ݳ¨
ϳñáճݳ ϳÝ˳·áõß³Ï»É ëñïÇ Ï³Ãí³ÍÁ, ÇëÏ ³ñï³Ï³ñ· å³ï³Ñ³ñÇ ¹»åùáõÙ ÙdzÝ-
·³ÙÇó ³½¹³Ýß³Ý ï³É:

Ðàçðàáîòêà íîâûõ ñòðóêòóðíûõ ðåøåíèé äëÿ áîëüíûõ ñ
ñåðäå÷íî-ñîñóäèñòûìè çàáîëåâàíèÿìè

È-Øèàí Àâàíã è Ä. Áåèáóòÿí

Àííîòàöèÿ

Ñîãëàñíî ïîñëåäíèì èññëåäîâàíèÿì ìåäèöèíñêîå îáñëóæèâàíèå ñòàíî-
âèòñÿ áîëåå äîðîãîñòîÿùåé è ìåíåå äîñòóïíîé äëÿ øèðîêîé îáùåñòâåí-
íîñòè. Ñîòîâûå òåëåôîíû è GSM-ñåòè ñ÷èòàþòñÿ ñàìûìè äåøåâûìè è
íàèáîëåå äîñòóïíûìè ñðåäñòâàìè êîììóíèêàöèè, ïîýòîìó îíè ìîãóò áûòü
èñïîëüçîâàíû â êà÷åñòâå îäíîé èç íàèáîëåå ýôôåêòèâíûõ óñòðîéñò ïðè
ñîçäàíèè ñèñòå ìçäðàâîîõðàíåíèÿ. Â ïîñëåäíèå ãîäû áûëè ïðåäëîæåíû
ðÿä êîììåð÷åñêèõ èíñòðóìåíòîâ ïî êîíòðîëþ è óëó÷øåíèþ çäîðîâüÿ. Êàæ-
äàÿ èç ñóùåñòâóþùèõ ïðîãðàìì â îáëàñòè çàáîëåâàíèé ñåðäöà ðàñ÷èòàíà
íà ðåøåíèå îòäåëüíîé êîíêðåòíîé çàäà÷è.  íàñòîÿùåé ðàáîòå ìû ïî-
ïûòàëèñü îïðåäåëèòü íîâûå ðàìêè ðàáîòû è ïðîãðàììíîãî îáåñïå÷åíèÿ,
êîòîðîå ìîæåò îõâàòèòü âñå âèäû ñåðäå÷íûõ çàáîëåâàíèé è ÿâëÿåòñÿ èäå-
àëüíûì äëÿ ïàöèåíòîâ, òàê ÷òî îíè ìîãóò èñïîëüçîâàòü åãî ëåãêî è áåç ñïå-
öèàëüíîé ïîäãîòîâêè. Ìû ñîñòàâèëè ïðîãðàììíîå îáåñïå÷åíèå òàêèì îá-
ðàçîì, ÷òîáû îíî áûëî ïðîñòûì â èñïîëüçîâàíèè, íåçàâèñÿùèì îò îïåðà-
öèîííîé ñèñòåìû è óñòðîéñòâà ñîòîâîãî òåëåôîíà, à òàêæå îò ãåîãðàôè÷åñ-
êîãî ìåñòîïîëîæåíèÿ. Îíî òàêæå ìîæåò ïðåäñêàçàòü ñåðäå÷íûé ïðèñòóï,
à â ñëó÷àå ÷ðåçâû÷àéíîé ñèòóàöèè íåçàìåäëèòåëüíî ïîäàòü ñèãíàë òðåâîãè.