README.md

---
title: MedSynapticGPT
emoji: "🩺"
colorFrom: "red"
colorTo: "blue"
sdk: streamlit
sdk_version: "1.35.0"
app_file: app.py
pinned: false
---

# MedSynapticGPT – Multimodal Clinical Reasoner

**Tagline:** *“Read the scan. Hear the patient. Answer like an expert.”*

MedSynapticGPT brings the creative power of GPT-4o to **clinical imaging, notes, and speech**. Upload a chest X-ray (DICOM/PNG), paste a discharge summary, or record symptoms—get structured impressions with **SNOMED-CT codes, guideline citations, and treatment suggestions**.

## 🚑 Core Modules
| Tab | What it does | Key APIs |
| --- | --- | --- |
| **Radiology AI** | Vision interpretation, abnormality detection, TNM staging | `gpt-4o vision`, `pydicom` |
| **Clinical Note Q&A** | Summarize or answer free-form questions | `gpt-4o` |
| **Voice Triage** | Transcribe symptoms, suggest differential | `whisper-1`, `gpt-4o` |
| **UMLS Lookup** | Search concepts, synonyms, codes | UMLS REST + caching |
| **GraphRAG Explorer** | Prototype biomedical KG Q&A | `networkx`, toy graph |

## Quickstart
```bash
git clone <repo>
cd MedSynapticGPT
pip install -r requirements.txt
export OPENAI_API_KEY="sk-…"
streamlit run app.py
```
Deploy on Spaces → add secrets. For on-prem, launch `uvicorn api:app`.

## Monetization
1. **Freemium 3 studies/day** → Stripe pay-per-usage.
2. **Pro** ($49/mo) – unlimited, PDF reports, HL7 export.
3. **Enterprise API** – hospital integration, HIPAA BAA.

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