MHub
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About
MHub is a repository for deep learning models tailored for medical imaging applications. It aims to make these AI technologies readily accessible to researchers and healthcare professionals by providing a community-driven collection of self-contained models. MHub emphasizes reproducibility, transparency, and ease of use through Dockerized containers, allowing users to integrate advanced AI models with minimal setup. All models conform to a standardized input/output framework, facilitating seamless operation across multiple platforms and applications. The platform supports various data formats and is constantly updated with the latest research and best practices in medical AI.
Platform
Task
Features
• standardized i/o framework
• community-driven model repository
• dockerized containers for easy deployment
• supports multiple data formats (dicom, nifti, etc.)
• focus on reproducible and transparent science
• access to peer-reviewed model implementations
• optimized for various numerical computing backends
• documentation, examples, and tutorials available
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