Update README.md

README.md

@@ -9,32 +9,21 @@ app_file: app.py
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-# 🏥 AI Diagnostics Agent: Early Cancer Discovery
-     AI-powered demo for early cancer risk detection using chest X-rays, lab markers, and explainable summaries.
+# 🏥 AI Diagnostics Agent: Early Cancer Discovery (Demo)
 
-⚠️ **Research demo only. Not for clinical use.**
-
-## What it does
-This project demonstrates a multi-agent AI approach for early cancer risk detection:
-- **Imaging Agent** 🖼️: Analyzes chest X-rays for findings relevant to lung cancer (*Mass, Nodule, Lung Opacity*).  
-  - Produces probability scores.  
-  - Display an optional **heatmap overlay** showing suspicious regions.  
-- **Lab Agent** 🧪: Parses tumor marker labs (PSA, CA125, AFP) from text and flags elevated results.  
-- **Coordinator Agent** 📋: Combines imaging + lab results into an early cancer screening summary with disclaimers.  
-- **Extra Samples**: MRI and CT text reports are included as input examples for future expansion.  
+**⚠️ Research demo only — not for clinical use**
 
 ---
 
-## Try it online
-This app comes with demo data:
+### 🚀 Overview
+AI Diagnostics Agent is a **proof-of-concept early cancer screening tool** combining:
+- **Imaging Agent** — analyzes chest X-rays using TorchXRayVision to detect lung anomalies (mass, nodule, opacity) and generate heatmaps.
+- **Lab Agent** — parses tumor marker results (PSA, CA125, AFP) for abnormal readings.
+- **AI Coordinator (Moonshot.ai)** — uses a large language model to summarize overall cancer risk, highlight abnormalities, and suggest next steps in human-readable form.
 
-- `samples/sample_xray1.png` — normal chest X-ray  
-- `samples/sample_xray2.png` — suspicious chest X-ray  
-- `samples/sample_labs.txt` — tumor marker results  
-- `samples/sample_mri.txt` — example MRI report  
-- `samples/sample_ct.txt` — example CT scan report  
+---
 
-⚠️ Please **do not use real patient data**. This demo is for educational purposes only.
+### 🧠 Powered by Moonshot.ai
+The AI Coordinator uses [Moonshot.ai](https://www.moonshot.cn) LLM API to generate intelligent summaries.
 
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