OkelloAndrewPeters/ClinAssist-

ClinAssist Uganda is a clinical decision support system that puts Uganda's own national guidelines into the hands of every health worker in real time, at the point of care, with no internet required. # 🏥 ClinAssist Uganda ### Offline Clinical Decision Support for the Last Mile > ⚡ Runs fully offline. Grounded in Uganda's own national guidelines. Built for health centres where specialists don't exist. **Track:** Health & Sciences  ·  Global Resilience  ·  Ollama Special Technology Track **Model:** Gemma 4 E2B via Ollama  ·  **Stack:** Python · Django · ChromaDB · SQLite · sentence-transformers --- ## The Problem Is Not Knowledge. It's Access. Uganda has **1 doctor for every 25,000 people**. Read more here: At a Health Centre III in rural Karamoja or Kasese, a single clinical officer sees 80+ patients a day. No specialist to call. No reliable internet. No time. One wrong decision may lead to a missed malaria diagnosis in a 2-year-old, a paediatric dose given to an adult can cost a life. The Uganda Ministry of Health publishes comprehensive clinical guidelines. 1,158 pages of evidence-based protocols covering every condition from malaria to meningitis, maternal emergencies to childhood fever. The knowledge exists. It is peer-reviewed, government-endorsed, and freely available. **It just never reaches the clinical officer at the moment they need it.** I built ClinAssist to close that gap. Not with a chatbot. With a grounded, offline-capable, age-aware clinical decision support system that runs on a standard laptop and cites the exact page of the guideline it used. --- ## Demo --- ## What ClinAssist Does A clinical officer types a patient's symptoms in plain language. ClinAssist runs a 4-step Clinical Intelligence Pipeline and returns: - A **triage level** — Urgent / Moderate / Low — with a one-sentence clinical reason - **Ranked differential diagnoses** with confidence scores (0–100%) and ICD-10 codes - **Recommended investigations** with urgency flags (e.g. Malaria RDT — Urgent) - **Age-appropriate treatment guidance** — correct dosing for adults, children under 5, school-age children, elderly, and pregnant women — nev …