EHR-Dino-Clinical: Self-Supervised Patient Trajectory & Sepsis Prediction

EHR-Dino-Clinical is an open-source clinical AI foundation model engineered for Critical Care / Emergency Medicine and Time-Series / Longitudinal EHR applications.

Key Features

• Architecture: Domain-hardened neural network optimized for offline hospital edge inference.
• License: Apache 2.0 Open Source.
• Benchmarks: Validated against MIMIC-IV, eICU Collaborative Research Database, and HiRID Benchmark.
• Repository: https://github.com/OpenPHRorg/ehr-dino-clinical

Verification & Deployment

Available for air-gapped deployment in hospital IT environments, intensive care units, and clinical research laboratories.