README.md

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

1. Upload an NPY format feature file
2. Click the "Analyze" button
3. View analysis results and AI-generated medical description

Technology Stack

• PyTorch
• Transformers
• Gradio
• Custom multi-task learning model