Segment brain tumors in MRI scans using a 2D U-Net on the BraTS 2020 dataset for precise multi-class tumor sub-region identification. Distance Map auxiliary loss for brain tumor segmentation (BraTS ...
This code has been implemented in python language using Pytorch framework. Following environements and libraries are needed to run the code: Python 3 torch version 1.12.0 torchvision 0.13.0 The ...
In addition to liver tumor classification, studies on breast, lung, and brain cancer provide useful information on the strengths and limitations of current methods. Hussain et al. Hussain et al. ( 5 ) ...
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