Smartphone Digital Phenotyping in Mental Health Disorders: A Review of Raw Sensors Utilized, Machine Learning Processing Pipelines, and Derived Behavioral Features

Linardon, Jake; Chen, Kelly; Gajjar, Shruti; Eadara, Amrik; Wang, Shiwei; Flathers, Matthew; Burns, James; Torous, John

Smartphone Digital Phenotyping in Mental Health Disorders: A Review of Raw Sensors Utilized, Machine Learning Processing Pipelines, and Derived Behavioral Features

journal contribution

posted on 2025-04-07, 02:32 authored by Jake LinardonJake Linardon, Kelly Chen, Shruti Gajjar, Amrik Eadara, Shiwei Wang, Matthew Flathers, James Burns, John Torous

Smartphone Digital Phenotyping in Mental Health Disorders: A Review of Raw Sensors Utilized, Machine Learning Processing Pipelines, and Derived Behavioral Features

History

Journal

Psychiatry Research

Article number

116483

Pagination

1-12

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.psychres.2025.116483

Open access

No

ISSN

0165-1781

eISSN

1872-7123

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Publisher

Elsevier

Publication URL

https://doi.org/10.1016/j.psychres.2025.116483

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Smartphone Digital Phenotyping in Mental Health Disorders: A Review of Raw Sensors Utilized, Machine Learning Processing Pipelines, and Derived Behavioral Features

History

Journal

Article number

Pagination

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Publisher DOI

Open access

ISSN

eISSN

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Publication classification

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