[Metrics] 用於醫學圖像目標分割的評價標準 Segmentation Metrics for Medical Imaging in Python (Updating)

一些用於醫學圖像的分割指標，用PyTorch實現，如果對您的研究起到幫助，請不要吝嗇Star~

Some criteria used for segmentation on Medical Imaging, with PyTorch implementations. If it helps your research, please don’t hesitate to give a star to my project, thanks and enjoy 😃

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Requirements

• Python 3.6+
• PyTorch 1.1+
• SimpleITK
• NumPy

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Object-level Dice Coefficients

• Definition: Warwick GlaS@MICCAI’2015: Gland Segmentation Challenge Contest
• [Code]

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Object-level Hausdorff Distance

• Definition: Warwick GlaS@MICCAI’2015: Gland Segmentation Challenge Contest
• [Code]