Shypd.aiThe largest open index of AI toolsMedicalZooPytorch is an open-source deep learning framework for multi-modal 2D/3D medical image segmentation. It provides state-of-the-art neural networks and data loaders for common medical image datasets.
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MedicalZooPytorch is a PyTorch-based deep learning framework designed for multi-modal 2D/3D medical image segmentation. It offers an open-source and reproducible environment for deep learning research, implementing state-of-the-art 3D deep neural networks. The library includes a variety of data loaders for common medical image datasets such as Iseg, MICCAI BraTs, and Mrbrains. Initially focused on 3D multi-modal brain MRI segmentation, it is continuously expanding to include more architectures and data loaders, including implementations for COVID-19 segmentation and classification. It supports features like 3D total volume visualization, Tensorboard integration, and offline sub-volume generation, making it a comprehensive tool for medical imaging researchers and developers.
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