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README.md

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+---
+title: MedVision AI - Multi-Modality Medical Imaging Diagnostics
+emoji: 🩺
+colorFrom: blue
+colorTo: indigo
+sdk: gradio
+sdk_version: 4.44.0
+app_file: main.py
+pinned: false
+license: mit
+---
+
+# 🩺 MedVision AI — Multi-Modality Diagnostic Engine
+
+MedVision AI is an advanced multi-modality deep learning diagnostic platform supporting:
+1. **Chest X-ray**: Pneumonia, Tuberculosis, Pleural Effusion, Normal.
+2. **Brain MRI**: Glioma, Meningioma, Pituitary Tumor, Normal.
+3. **Eye Fundus**: Diabetic Retinopathy, Glaucoma, AMD, Hypertensive Retinopathy, Normal.
+
+### Features
+- **Auto-Modality Routing**: Automatically detects scan type using `ConvNeXt-Base`.
+- **Explainability**: Computes GradCAM heatmaps and contour segmentation overlays.
+- **Clinical KB Context**: Integrates medical guidelines and recommendations.

requirements.txt

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+torch
+torchvision
+gradio>=4.44.0
+huggingface_hub<0.24.0
+opencv-python-headless
+numpy
+Pillow
+torchxrayvision
+monai
+transformers
+pydantic
+requests