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Assessment of cognitive and performance Assessment of cognitive performance digital biomarker through machine learning on data collected from digitized tasks: A development and prospective validation study

Assessment of cognitive performance through machine learning on data collected from digitized tasks: A development and prospective validation study

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
CRIS
Registry ID
KCT0009173
Enrollment
150
Registered
2024-02-15
Start date
2023-11-21
Completion date
Unknown
Last updated
2024-03-04

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

Silvia Health
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: Individuals aged between 50 and 81 years old, based on their age as per the resident registration at the time of enrollment, and their actual age. Individuals who possess sufficient physical abilities required for the test (able to walk with assistance or better).

Exclusion criteria

Exclusion criteria: Individuals diagnosed with dementia due to cognitive impairment and resulting functional decline. Individuals showing severe depression, with a score of 23 or higher on the depression-related survey (CES-D). Individuals with uncontrolled sleep disorders, anxiety, or behavioral disorders within the past three months. Others who, in the researcher's judgment, are deemed difficult to comply with the study.

Design outcomes

Primary

MeasureTime frame
Evaluation of the correlation between mobile collected data and clinical assessment tool results.

Secondary

MeasureTime frame
Usability evaluation of mobile-based digital cognitive function assessment.

Countries

Korea, Republic of

Contacts

Public ContactJung-Yeon Choi

Seoul National University Bundang Hospital

jungyeon1121@gmail.com+82-31-787-8131

Outcome results

None listed

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