lei1993 / HistoNucleiSegmentation

Master Degree Thesis

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: