Citation

Please cite as:

Dawadi R, Inoue M, Tay JT, Martin-Morales A, Vu T, Araki M

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

JMIR AI 2025;4:e59094

DOI: 10.2196/59094

PMID: 40132187

PMCID: 11979540

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Accepted for/Published in: JMIR AI

Date Submitted: Apr 7, 2024

Date Accepted: Feb 23, 2025

The final, peer-reviewed published version of this preprint can be found here:

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

Dawadi R, Inoue M, Tay JT, Martin-Morales A, Vu T, Araki M

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

JMIR AI 2025;4:e59094

DOI: 10.2196/59094

PMID: 40132187

PMCID: 11979540

Accepted Manuscript

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

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JMIR Preprints

Accepted for/Published in: JMIR AI

Date Submitted: Apr 7, 2024

Date Accepted: Feb 23, 2025

JMIR Preprints

Accepted for/Published in: JMIR AI

Date Submitted: Apr 7, 2024

Date Accepted: Feb 23, 2025

Per the author's request this version is not available.