Medical Segmentation Decathlon
Introduced by Simpson et al. in A large annotated medical image dataset for the development and evaluation of segmentation algorithms
The Medical Segmentation Decathlon is a collection of medical image segmentation datasets. It contains a total of 2,633 three-dimensional images collected across multiple anatomies of interest, multiple modalities and multiple sources. Specifically, it contains data for the following body organs or parts: Brain, Heart, Liver, Hippocampus, Prostate, Lung, Pancreas, Hepatic Vessel, Spleen and Colon.
Source: A large annotated medical image dataset for the development and evaluation of segmentation algorithmsBenchmarks
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Medical Segmentation Decathlon
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Swin UNETR
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Papers
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