GitHub - humayun/EpiStroma_Segmentation: This python program segment a H&E stained histopathological images into epithelium and stroma regions.

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This python program segment a H&E stained histopathological images into epithelium and stroma regions.

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
H_EtextureGMM.p		H_EtextureGMM.p
H_and_E_segmentation.py		H_and_E_segmentation.py
LICENSE		LICENSE
README.txt		README.txt
supervisedSVM_training.py		supervisedSVM_training.py

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# Epithelium and Stroma Segmentation Framework

This framework segments H & E stained histopathology images (Breast Cancer) into Hematoxylin (H) - Epithilum and Eison (E) - Stroma regions. This framework is supervised machine learning (based intesity distribution).

This code reads all the images from a given path and segments the epithelium and stroma pixels.
    Input: Path to the folder
    Output: Binary image files containing Epithelium and stroma
            Color image 
    Example Usage: H_and_E_segmentation.py "CodePath" "SourceDataPath" "DestinationDataPath" "FileExtension"
                 : In Canopy: %run "H_and_E_segmentation.py"
                    "EpiStroma_Segmentation/Code/" 
                    "InputFolder/" 
                    "OutputFolder/" 
                    "png"
    This code works the best when image resolution is approximately 3 mu m/pixel.