DICOM Segmentation API

Deploy medical image segmentation API using TotalSegmentator and MONAI.

Features

• TotalSegmentator integration (117 body structures)
• MONAI workflow support
• Fast API server
• DICOM file upload
• 3D model export (GLB format)
• Statistics generation
• Batch processing

Usage

# Start server
python api_server.py

# Or with custom port
python api_server.py --port 8000

API Endpoints

• POST /api/segment - Upload DICOM for segmentation
• GET /api/task/{task_id} - Get task status
• GET /api/result/{task_id} - Get segmentation result
• GET /health - Health check

Requirements

• Python 3.8+
• CUDA (optional, for GPU acceleration)
• 8GB RAM minimum

Models

• TotalSegmentator: 117 body structures
• MONAI: whole-body-3mm, organ, tumor models

Author

Sunshine-del-ux