Status:
RECRUITING
Prediction and Intervention Effect of Rehabilitation Status for Severe Mental Disorder Patients Based on Multimodal Analysis and AI Agents
Lead Sponsor:
Shanghai Mental Health Center
Collaborating Sponsors:
Shanghai Jiao Tong University School of Medicine
Conditions:
Severe Mental Disorder
Schizophrenia
Eligibility:
All Genders
18-65 years
Phase:
NA
Brief Summary
Mental health issues represent a major public health and social problem that significantly impacts economic and social development. Compared to other diseases, mental disorders can impair various aspe...
Detailed Description
This study aims to integrate multimodal technology, reinforcement learning(RL), and agent-based modeling (ABM) into the research of mental health rehabilitation to more accurately assess and predict t...
Eligibility Criteria
Inclusion
- Inclusion criteria:
- Registered in the Shanghai Mental Health Information Management System,
- Diagnosed patients with one of the six severe mental disorders: schizophrenia, schizoaffective disorder, paranoid psychosis, bipolar (affective) disorder, mental disorder due to epilepsy, and mental retardation accompanied by mental disorder,
- Aged between 18 and 65 years old, ④ Normal vision or hearing, or within the normal range after correction, ⑤ Patients or their families have provided informed consent for this study and signed the informed consent form.
- Exclusion criteria:
- Patients with severe physical illnesses or organic brain diseases.
Exclusion
Key Trial Info
Start Date :
March 12 2024
Trial Type :
INTERVENTIONAL
Allocation :
ESTIMATED
End Date :
June 30 2026
Estimated Enrollment :
82 Patients enrolled
Trial Details
Trial ID
NCT06904079
Start Date
March 12 2024
End Date
June 30 2026
Last Update
August 17 2025
Active Locations (1)
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1
Shanghai Mental Health Center
Shanghai, China