Unveiling psychotic disorder patterns: A deep learning model analysing motor activity time-series data with explainable AI

• Published in: Biomedical signal processing and control Vol. 91; p. 106000
• Main Authors: Mehraj Misgar, Muzafar, Bhatia, M.P.S.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.05.2024
• Subjects: Depression; Explainable AI; IoMT; Motor Activity; Schizophrenia; Schizophrenia; Depression; Explainable AI; Motor Activity; IoMT
• ISSN: 1746-8094; 1746-8108
• DOI: 10.1016/j.bspc.2024.106000

•Wearable Internet of Medical Things (IoMT) devices, such as wrist actigraphs, canprovides a more objective and effective approach to early-stage mental health diagnosis.•The methodology includes a custom imputation method, a novel combinatorial sampling method for sample expansion•a multi-branch de...