Development and validation of a multimodal data collection system for adolescent mental health management.

ABSTRACT:

Objective

Adolescence is a critical developmental stage during which mental health vulnerabilities often emerge. Traditional self-report methods are insufficient to capture the complexity of emotional and physiological responses, underscoring the need for data-driven, personalized mental health strategies. This study aimed to develop and validate a structured multimodal data collection system for adolescents to support the future advancement of precision mental health care.

Methods

This study was conducted as the baseline phase of a longitudinal panel study designed to construct and validate a structured multimodal dataset for adolescent mental health research. A total of 74 adolescents aged 11-15 years from schools and community facilities in Korea was selected through conv

SUBMITTER: Ko S 

PROVIDER: S-EPMC12830548 | biostudies-literature | 2026 Jan-Dec

REPOSITORIES: biostudies-literature