MHub
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About
MHub is a platform and repository of deep learning models for medical imaging, focusing on standardization, reproducibility, and accessibility. It offers pre-trained models in a standardized, easy-to-use format, primarily using Docker containers for deployment. Models are sourced from peer-reviewed literature and are designed to work with DICOM data. MHub aims to make AI models in medicine easily accessible to researchers and practitioners, emphasizing reproducible research and community contributions. The platform integrates with tools such as 3D Slicer and IDC, offering a user-friendly experience with a single line of code execution for many models.
Platform
Task
Features
• dicom support
• various deep learning models for medical imaging
• community-driven repository
• 3d slicer and idc integration
• reproducible science
• dockerized containers
• standardized i/o framework
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