metadata
title: Medical Pathology Diagnostic Analysis System
emoji: 🏥
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
Medical Pathology Diagnostic Analysis System
A deep learning-based system for analyzing pathological slide features, providing automated diagnosis and medical report generation.
Features
- 🔬 Automated pathology feature analysis
- 🏥 Multi-task medical classification
- 📝 AI-assisted report generation
- 🎯 Visualized results presentation
How to Use
- Upload an NPY format feature file
- Click the "Analyze" button
- View analysis results and AI-generated medical description
Technology Stack
- PyTorch
- Transformers
- Gradio
- Custom multi-task learning model