monai
https://github.com/project-monai/monai
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- Issues
- Create DARTS based networks for segmentation/classification
- Add tutorials for DARTS model search/training/validation
- Add architecture search space with various network connections
- Add the predictor-based search algorithm
- Add tutorials for the T-AutoML model searching/training/validation
- Add the boundary enhancement loss implementation for 2D/3D medical image segmentation
- Implementation of boundary-aware shape loss
- MONAI Dataset objects incompatible with `torch.utils.data.BatchSampler`
- Identification of relevant thresholds for binarisation
- Implementation of the centre line Dice score / topology precision / topology sensitivity
- Docs
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