nnUNet
PulseAugur coverage of nnUNet — every cluster mentioning nnUNet across labs, papers, and developer communities, ranked by signal.
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New nnUNet model improves 3D tooth segmentation with topology constraints
Researchers have developed a new method for segmenting 3D tooth structures in dental scans using a quantized neural network. This approach integrates a novel topological loss function during training to ensure anatomica…
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Vision-language models align with anatomy for lung cancer segmentation
Researchers have investigated how prompt alignment influences zero-shot segmentation in vision-language models (VLMs) for non-small-cell lung cancer (NSCLC) tumor identification. Their study on the VoxTell model reveale…
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New augmentation technique boosts medical image segmentation across CT and MRI
Researchers have developed a novel data augmentation technique to improve the cross-modality generalization of deep learning models for 3D spine segmentation in medical imaging. This approach significantly boosts perfor…