Swin UNETR
PulseAugur coverage of Swin UNETR — every cluster mentioning Swin UNETR across labs, papers, and developer communities, ranked by signal.
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AI improves rectal cancer MRI segmentation by adapting CT-trained models
Researchers have developed a new method to improve the segmentation of rectal cancer from MRI scans by addressing challenges in transferring knowledge from CT-pretrained transformer models. They identified issues with t…
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TSViT model leads in crop segmentation from satellite image time series
A new research paper compares transformer and convolutional neural network models for segmenting crops using satellite image time series. The study found that the TSViT transformer model achieved the best overall result…
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Deep learning models segment peritoneal cancer regions in CT scans
Researchers have developed a deep learning method to automatically segment regions for the radiological Peritoneal Cancer Index (rPCI) from CT scans. The study evaluated nnU-Net and Swin UNETR on 62 CT scans, with nnU-N…