README.md

metadata

title: EdgeMed API
emoji: 🏥
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false

EdgeMed Clinical BERT API

FastAPI backend for the EdgeMed edge-intelligence emergency routing framework.

Endpoints

Method	Path	Description
GET	/	Health check
POST	/triage	CAG + BERT triage pipeline
POST	/route	KAG hospital routing
GET	/zones	Zone + availability info

Model

Fine-tuned Mahdiya/edgemed-clinical-bert on 1,267 KTAS-ED patients.
Accuracy: 71.7% · ESI classification (ESI-1 to ESI-5)

Pipeline

Symptom text
    └─► CAG keyword check
            ├─ ESI-1 / ESI-2 hit → BYPASS BERT → immediate routing
            └─ No critical hit   → BERT inference → ESI 3/4/5
                                        └─► α-weighted KAG routing