Shypd.aiThe largest open index of AI tools3DUnetCNN is an Open Source tool that provides a Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation. It offers easy application and control for training deep learning models on medical imaging data.
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3DUnetCNN is an open-source Pytorch 3D U-Net Convolution Neural Network (CNN) specifically developed for medical image segmentation. This tool simplifies the process of applying and controlling the training and application of various deep learning models to medical imaging data. It includes tutorials and examples for use with data from MICCAI challenges, such as Brain Tumor Segmentation (BraTS 2020). Users can easily install dependencies, create configuration files, and train UNet models on their own data. The project emphasizes speed, with recent updates making data loading significantly faster. Comprehensive documentation and support via GitHub issues or email are available for users.
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