This paper is in the following e-collection/theme issue:

Applications of AI (229) Machine Learning (1927) Digital Health Reviews (1636) mHealth for Data Collection and Research (1148) mHealth for Diagnosis (76) Big Data (302)

Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59094, first published .
Disease Prediction Using Machine Learning on Smartphone-Based Eye, Skin, and Voice Data: Scoping Review

Disease Prediction Using Machine Learning on Smartphone-Based Eye, Skin, and Voice Data: Scoping Review

Disease Prediction Using Machine Learning on Smartphone-Based Eye, Skin, and Voice Data: Scoping Review

Authors of this article:

Research Dawadi1, 2 Author Orcid Image ;   Mai Inoue1, 2 Author Orcid Image ;   Jie Ting Tay1, 2 Author Orcid Image ;   Agustin Martin-Morales1, 2 Author Orcid Image ;   Thien Vu1, 2 Author Orcid Image ;   Michihiro Araki1, 2, 3, 4 Author Orcid Image
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