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Multimodal Artificial Intelligence for Detecting the Psychological State of Cancer Patients
Sponsor: Chinese PLA General Hospital
Summary
Artificial intelligence (AI) technology is expected to assist clinical doctors in promptly identifying cancer patients at risk of developing psychological issues and to develop preemptive management plans, thereby enhancing their quality of life. Computer vision technology can directly capture and extract subtle changes in skin color from facial images in videos, assess heart rate using signal processing algorithms, and also extract facial expressions to evaluate psychological conditions through facial expression change signal processing algorithms. The accuracy rate can exceed 88%. By leveraging the capabilities of computer vision technology, it can accurately capture subtle movements and expressions of the human body, thereby understanding the internal psychological state and obtaining relevant psychological information
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
OBSERVATIONAL
Enrollment
1500
Start Date
2021-03-01
Completion Date
2028-12-31
Last Updated
2026-08-14
Healthy Volunteers
No
Conditions
Locations (1)
Chinese PLA Hospital
Beijing, China