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Hands-on guides to help you master medical AI with MONAI.
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Hands-On Learning
Curated notebooks, documentation, and video resources for learning MONAI.
Getting Started with MONAI
Introduction to MONAI Core concepts and basic operations.
Spleen 3D Segmentation
End-to-end 3D medical image segmentation tutorial.
Transforms and Datasets
Learn MONAI's data loading and transform pipeline.
Auto3DSeg Tutorial
Automated 3D segmentation pipeline with algorithm selection.
SwinUNETR Segmentation
Swin Transformer-based multi-organ segmentation on BTCV.
Custom Transforms
Creating your own MONAI transforms.
MAISI - Medical Image Synthesis
Generate synthetic 3D CT images with latent diffusion.
VISTA-3D Interactive Segmentation
Interactive 3D segmentation with point prompts.
Federated Learning
Privacy-preserving distributed training with MONAI.
Getting Started with MONAI Label
Setup and first annotation session.
3D Slicer Integration
Connect MONAI Label with 3D Slicer.
Active Learning Strategies
Implement active learning for efficient annotation.
Custom MONAI Label App
Build your own annotation application.
Creating Your First MAP
Package a model as a MONAI Application Package.
DICOM Data Processing
Process DICOM data in deployment pipelines.
MONAI Bootcamp 2023
Comprehensive workshop series covering Core, Label, and Deploy.
MONAI at MICCAI
Conference workshops and presentations.
Resources
Explore More
Dive deeper with the full range of MONAI learning materials.
Start Building with MONAI
Ready to build your first medical AI application? Get started with installation and explore pre-trained models.