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A Research Study on Constructing Digital Representational Data for the Identification of High-Risk Groups for Anxiety and Depression using AI Training

A Research Study on Constructing Digital Representational Data for the Identification of High-Risk Groups for Anxiety and Depression using AI Training

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
CRIS
Registry ID
KCT0009183
Enrollment
2500
Registered
2024-02-20
Start date
2024-04-15
Completion date
Unknown
Last updated
2025-06-24

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

None listed

Interventions

None listed

Sponsors

Korea University Anam Hospital
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: - Adults aged 19 to 59 years old - Individuals who use smartphones - Participants who can provide informed consent. - Participants who can use a compatible smartphone to download the PixelMood app (iOS 16.4+ or Android 18.2+). - Participants who can wear a study-provided or their own smartwatch. continuously for 4 weeks (optional; WatchOS 9.3+ or Galaxy watch 6+). - Participants who are generally technologically literate.

Exclusion criteria

Exclusion criteria: - Unable to provide valid consent (e.g., cognitive impairment or learning disabilities) - Having at least one of the following conditions: (a) epilepsy, (b) seizure disorder, (c) schizophrenia, (d) psychosis, (e) intellectual disability, and (f) dementia. - Current participation in other interventional research studies that could interfere with this study

Design outcomes

Primary

MeasureTime frame
Participants' basic demographic information;Patient Health Questionnaire-9 and PROMIS® Depression SF for depression assessment, Generalized Anxiety Disorder-7 and PROMIS® Anxiety SF for anxiety assessment;Motion data detecting movements or actions, Activity data indicating the level of physical activity, GPS data providing current location information, Call data related to phone usage, SMS data related to text message usage, App usage time data, and current location weather data

Secondary

MeasureTime frame
Psychological and clinical characteristics;Daily mood log and lifestyle

Countries

Korea, Republic of

Contacts

Public ContactSeonmin Kim

Korea University Anam Hospital

ksm0617@korea.ac.kr+82-2-920-5815

Outcome results

None listed

Source: CRIS (via WHO ICTRP) · Data processed: Feb 4, 2026