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Histopathology nuclei segmentation based on deep learning

  • This is the master degree thesis in the department of Biomedical and Science Engineering,Beihang University(by ZhaoLei)

Data:

  • All data have manualy labeled nuclei mask.

  • This repos has huge value for histopathology images analysis communities especially for histopathology nuclei segmentation.

Dataset Description
Dataset A From TNBC Dataset
Dataset B From TCGA consists of different kinds of organs
Dataset C From Case Wastern Reserve University
Dataset D From China-Japan Hospital

Methods Description:

Method 1: Image patch-based segmentation method

Method 2: End-to-end method

Results:

Reference:

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