File size: 3,780 Bytes
594ae30 566d68e 8aaea5c cd68073 8aaea5c 594ae30 cd68073 8aaea5c 566d68e 594ae30 45c3942 594ae30 566d68e 594ae30 566d68e 594ae30 566d68e 594ae30 566d68e 594ae30 566d68e 594ae30 566d68e 45c3942 594ae30 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 |
---
title: Veterinary DICOM MCP Server
emoji: 🐾
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.32.0
app_file: app.py
pinned: false
license: apache-2.0
tags:
- mcp-server-track
- veterinary
- medical-imaging
- hackathon-2025
---
# 🐾 Veterinary DICOM MCP Server
**First MCP server for veterinary medical imaging with species-specific DICOM enhancement using CLAHE, adaptive histogram equalization, and AI-powered quality assessment.**
## 🎥 Demo Video
**[🔗 Watch the Full Demo on Loom](https://www.loom.com/share/edc57face5614164ac822b110ba76c0e?sid=241e64ef-06fc-4f2e-9c3e-2bf32cb5b162)**
See the Veterinary DICOM MCP Server in action with real veterinary X-ray enhancement and analysis.
## 🎯 Hackathon Track 1: MCP Server Implementation
Transforms veterinary radiology with:
- **Species-specific algorithms** (canine, feline, equine, bovine)
- **Advanced image enhancement** (CLAHE, adaptive, contrast stretching)
- **AI quality metrics** (SSIM, PSNR, entropy analysis)
- **Agent-ready prompts** for diagnostic assessment
Built with Gradio + scikit-image + veterinary expertise from DIRU (Diagnostic Imaging Research Unit).
## 🔧 MCP Integration
Add this to your Claude Desktop or MCP client:
```json
{
"mcpServers": {
"veterinary_dicom": {
"url": "https://huggingface.co/spaces/Agents-MCP-Hackathon/veterinary-dicom-mcp/gradio_api/mcp/sse"
}
}
}
```
## 🚀 Features
### Species-Specific Enhancement
- **Canine**: Optimized parameters for dog radiology
- **Feline**: Cat-specific imaging adjustments
- **Equine**: Horse anatomy considerations
- **Bovine**: Cattle imaging optimization
### Advanced Algorithms
- **CLAHE**: Contrast Limited Adaptive Histogram Equalization
- **Adaptive**: Local contrast enhancement
- **Histogram**: Global equalization
- **Contrast Stretch**: Percentile-based improvement
- **Gamma Correction**: Brightness adjustment
### Quality Assessment
- **SSIM**: Structural Similarity Index
- **PSNR**: Peak Signal-to-Noise Ratio
- **Entropy**: Information content analysis
- **Edge Density**: Structure definition metrics
## 🏥 Clinical Applications
- **Diagnostic Imaging**: Enhanced visualization for veterinarians
- **Quality Control**: Automated image quality assessment
- **Research**: Standardized enhancement for studies
- **Education**: Teaching tool for veterinary radiology
## 🏆 Hackathon Innovation
This project represents the **first implementation** of:
- Veterinary-specific MCP server
- Species-aware medical image enhancement
- AI-powered diagnostic quality assessment
- Integration of veterinary domain expertise with modern AI tools
## 🔬 Technical Implementation
Built using:
- **Gradio**: Web interface and MCP server framework
- **scikit-image**: Advanced image processing algorithms
- **PyDICOM**: Medical imaging format support
- **NumPy/SciPy**: Scientific computing foundation
## 👥 Team
**DIRU - Diagnostic Imaging Research Unit**
Veterinary Medicine, University of Zurich
Combining veterinary medical expertise with cutting-edge AI technology to advance animal healthcare through improved diagnostic imaging.
## 📖 Usage
1. Upload a DICOM file or medical image
2. Select animal species (canine, feline, equine, bovine)
3. Choose enhancement method (CLAHE, adaptive, etc.)
4. Specify body region for targeted analysis
5. Receive enhanced image with quality metrics and AI assessment
## 🎯 MCP Tools Available
- `enhance_dicom_image`: Species-specific image enhancement
- `compare_enhancement_methods`: Multi-algorithm comparison
- Automated quality metrics and diagnostic prompts for AI agents
---
**Developed for veterinary medicine with ❤️ and cutting-edge web technology**
**Gradio Agents & MCP Hackathon 2025 - Track 1 Submission** |