A modular, extensible, and production-ready framework for 3D CT scan segmentation using PyTorch Lightning, TorchIO, and modern deep learning best practices which supports preprocessing, training, prediction, and evaluation for medical image segmentation tasks.
modular best-practices liver-segmentation pytorch-implementation 3d-unet pytorch-lightning 3dsegmentation ctscan ct-segmentation segformer liver-tumor-segmentation d-former trans-unet dataset-links dice-metric mean-iou boundary-f1
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Updated
Oct 23, 2025 - Python