A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study.

doi:10.1038/s41597-024-04147-6

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Article

A digital phenotyping dataset for impending panic symptoms: a prospective longitudinal study.

Scientific data - 21 Nov 2024

Jang Sooyoung, Sun Tai Hui, Shin Seunghyun, Lee Heon-Jeong, Shin Yu-Bin, Yeom Ji Won, Park Yu Rang, Cho Chul-Hyun

Abstract excerpt

This study investigated the utilization of digital phenotypes and machine learning algorithms to predict impending panic symptoms in patients with mood and anxiety disorders. A cohort of 43 patients was monitored over a two-year period, with data collected from smartphone applications and wearabl...

Topics

Humans
Machine Learning
Longitudinal Studies
Phenotype
Prospective Studies
Panic Disorder
Smartphone
Male
Wearable Electronic Devices
Female
Anxiety Disorders
Algorithms
Adult

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