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Assessment of cognitive function in bipolar disorder with passive smartphone keystroke metadata

A BiAffect digital phenotyping study

Bibliographic Data

ID15521365
AuthorsOlusola Ajilore (0000-0003-0737-0437, Illinois College, corresponding author), John S Bark (University of Illinois Chicago), Alexander P Demos (0000-0001-7964-7808, University of Illinois Chicago), John Zulueta (0000-0001-6834-1256, Illinois College), Jonathan P Stange (0000-0003-3718-5945, University of Southern California), Jennifer Duffecy (0000-0002-4505-6820, Illinois College), Faraz Hussain (0000-0002-4910-1342, Illinois College), Scott A Langenecker (0000-0002-7932-5494, The Ohio State University), Peter Nelson (0000-0001-9163-5519, University of Illinois Chicago), Kelly A Ryan (0000-0001-5032-3949, University of Michigan), Melvin G McInnis (0000-0002-0375-6247, University of Michigan), Alex Leow (0000-0002-5660-8651, Illinois College)
Year2025
Volume16
Pages1430303-1430303
Publication date2025-03-06
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueFrontiers in Psychiatry (JOURNAL)
Journal identifiersISSN: 1664-0640 • E-ISSN: 1664-0640
PublisherFrontiers Media (PUBLISHER • CH)
DOI10.3389/fpsyt.2025.1430303
PMID40115651
OpenAlexW4408207304
LanguageEN
References cited4

This pilot study demonstrates that passive, unobtrusive smartphone keystroke metadata can be used to probe cognitive function and dysfunction in bipolar disorder, revealing multi-scalar behavioral features accessible through digital assays

Bipolar disorder · Cognition · Computer security · Keystroke logging · Metadata · Psychiatry · World Wide Web · Bipolar Disorder and Treatment · Clinical Psychology · Computer Science · Digital Mental Health Interventions · Medicine · Neurological disorders and treatments · Psychology

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  • Daily variability in working memory is coupled with negative affect

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Citation velocityhistorical
Highly citedNo

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