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EXPLORING THE FEASIBILITY OF INSOMNIA SUBTYPING USING MACHINE LEARNING CLUSTERING BASED ON DIGITAL PHENOTYPE DATA

Cho, Chul-Hyun; Jeon, Yoonseo; Jeong, Jingyeong; Kim, Hyungju; Cheong, Taesu; Yeom, Ji Won; Lee, Heon- Jeong

ConferenceIssue Date2025Place영국; Tokyo

SCIE

Exploring the Psychological and Physiological Insights Through Digital Phenotyping by Analyzing the Discrepancies Between Subjective Insomnia Severity and Activity-Based Objective Sleep Measures: Observational Cohort Study

Yeom, Ji Won; Kim, Hyungju; Pack, Seung Pil; Lee, Heon-Jeong; Cheong, Taesu; Cho, Chul-Hyun

ArticleIssue Date2025CitationJMIR Mental Health, v.12PublisherJMIR Publications

SCIESCOPUS

Machine learning-based prediction of restless legs syndrome using digital phenotypes from wearables and smartphone data

Jeong, Jingyeong; Jeon, Yoonseo; Kim, Hyungju; Yeom, Ji Won; Shin, Yu-Bin; Kim, Sujin; Pack, Seung Pil; Lee, Heon-Jeong; Cheong, Taesu; Cho, Chul-Hyun

ArticleIssue Date2025CitationScientific Reports, v.15, no.1PublisherNature Publishing Group

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Browsing by Kim, HyungjuAuthor

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