AI-supported clinical decision support platform to assist the differentiation of Bipolar and Unipolar Major Depressive Disorder

An AI-supported clinical decision support platform has been developed to help differentiate Bipolar Disorder and Unipolar Major Depressive Disorder using MRI data and structured clinical information. The system integrates with hospital infrastructures and allows clinicians to initiate secure AI-based analyses through a dashboard. MRI data are processed in a standardized workflow, and results are returned in clinically compatible formats within existing imaging environments. The platform uses a modular, container-based architecture and supports controlled AI model management for hospital use.

MRI-based AI analysis workflow Clinical dashboard integration DICOM-compatible result generation Version-controlled AI model management Containerised microservice architecture On-premise hospital deployment

System requirements Hospital infrastructure with PACS/HIS connectivity Docker-compatible server environment TLS-secured communication Restrictions / constraints Designed for clinical environments Requires institutional IT integration GDPR-compliant data processing

Hospitals and university medical centres Psychiatric and neuroimaging departments Clinical research institutions