id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-3391	Chhaya Nayak	Advancing Mental Health Diagnostics Through the Fusion of Multimodal Data with CNN and LSTM Techniques	2025	13	.pdf	application/pdf	5436	225	39	The purpose of this research paper is or objectives of the paper include The objective of this paper is to propose an integrated diagnostic model based on the combination of CNNs and LSTMs to analyze multiple data streams for mental health assessment[3]. RELATED WORK Previous Diagnostic methodologies and Their Disadvantages Most conventional approaches to diagnosis in mental health mainly involve assessments from the clinician, interview methods along with some questionnaires which include the DSM-5/ ICD-10 criteria.	cache/cana-3391.pdf	txt/cana-3391.txt