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Article

Harnessing digital phenotyping to advance university student mental health (Brightline) in Singapore: study protocol for a prospective observational study.

BMJ open - 22 Sept 2025

Ito Sakura, Ang Chin-Siang, Kampman Onno P, Rokde Kartikeya, Buddhika Thisum, Heaukulani Creighton, Tan Zhi-Wei, Dewanti Farrah Adystyaning, Au Evelyn W M, Huan Vivien S, Morris Robert Jt, Khong Andy W H, Ho Andy Hau Yan

Abstract excerpt

INTRODUCTION: Mental health issues such as depression and anxiety are highly and disproportionally prevalent among university students. Beyond the academic rigour, stressors imposed by a new environment result in them being vulnerable to the onset and manifestation of mental health symptomatology. Leveraging smartphones and wearables for digital phenotyping capabilities is an innovative approach for monitoring...

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PMID: 40983586
DOI: 10.1136/bmjopen-2025-103652
PMCID: PMC12458622

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