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Title: GitHub - rmsandu/segmentation-eval: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom. · GitHub

Open Graph Title: GitHub - rmsandu/segmentation-eval: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.

X Title: GitHub - rmsandu/segmentation-eval: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom.

Description: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom. - rmsandu/segmentation-eval

Open Graph Description: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom. - rmsandu/segmentation-eval

X Description: Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom. - rmsandu/segmentation-eval

Opengraph URL: https://github.com/rmsandu/segmentation-eval

X: @github

direct link

Domain: github.com

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og:image:alt	Extract and evaluate radiomics for liver cancer tumors from DICOM segmentation masks. Using SimpleITK, PyRadiomics and PyDicom. - rmsandu/segmentation-eval
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C_mainDistanceVolumeMetrics.py	https://github.com/rmsandu/segmentation-eval/blob/master/C_mainDistanceVolumeMetrics.py
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D_compile_population_radiomics.py	https://github.com/rmsandu/segmentation-eval/blob/master/D_compile_population_radiomics.py
D_compile_population_radiomics.py	https://github.com/rmsandu/segmentation-eval/blob/master/D_compile_population_radiomics.py
DicomReader.py	https://github.com/rmsandu/segmentation-eval/blob/master/DicomReader.py
DicomReader.py	https://github.com/rmsandu/segmentation-eval/blob/master/DicomReader.py
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LICENSE	https://github.com/rmsandu/segmentation-eval/blob/master/LICENSE
LICENSE	https://github.com/rmsandu/segmentation-eval/blob/master/LICENSE
README.md	https://github.com/rmsandu/segmentation-eval/blob/master/README.md
README.md	https://github.com/rmsandu/segmentation-eval/blob/master/README.md
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requirements.txt	https://github.com/rmsandu/segmentation-eval/blob/master/requirements.txt
requirements.txt	https://github.com/rmsandu/segmentation-eval/blob/master/requirements.txt
setup.py	https://github.com/rmsandu/segmentation-eval/blob/master/setup.py
setup.py	https://github.com/rmsandu/segmentation-eval/blob/master/setup.py
README	https://github.com/rmsandu/segmentation-eval
License	https://github.com/rmsandu/segmentation-eval
	https://github.com/rmsandu/segmentation-eval#radiomics-extraction-and-evaluation-from-binary-3d-dicom-segmentation-masks
A linear time algorithm for computing exact Euclidean distance transforms of binary images in arbitrary dimensions	https://ieeexplore.ieee.org/abstract/document/1177156
Volume Metrics	https://itk.org/SimpleITKDoxygen/html/classitk_1_1simple_1_1LabelOverlapMeasuresImageFilter.html
PyRadiomics	https://pyradiomics.readthedocs.io/en/latest/
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	https://github.com/rmsandu/segmentation-eval#main-functions-and-operations-performed
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DICOM-Anonymization-Segmentation-Mapping	https://github.com/raluca-san/DAMS
	https://github.com/rmsandu/segmentation-eval#input
	https://github.com/rmsandu/segmentation-eval#resampling-resizing
	https://github.com/rmsandu/segmentation-eval#segmentation-evaluation-metrics
here	https://pyradiomics.readthedocs.io/en/latest/features.html
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	https://github.com/rmsandu/segmentation-eval#output
the Maurer et. al algorithm	https://itk.org/SimpleITKDoxygen/html/classitk_1_1simple_1_1SignedMaurerDistanceMapImageFilter.html
	https://user-images.githubusercontent.com/20581812/76539679-610ca980-6481-11ea-9462-646d5620b559.png
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	https://github.com/rmsandu/segmentation-eval#patient-data-structure-for-my-case
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dicom	https://github.com/topics/dicom
tumor	https://github.com/topics/tumor
segmentation	https://github.com/topics/segmentation
simpleitk	https://github.com/topics/simpleitk
data-preparation	https://github.com/topics/data-preparation
liver-segmentation	https://github.com/topics/liver-segmentation
pydicom	https://github.com/topics/pydicom
euclidean-distances	https://github.com/topics/euclidean-distances
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ablation	https://github.com/topics/ablation
segmentation-masks	https://github.com/topics/segmentation-masks
radiomics-feature-extraction	https://github.com/topics/radiomics-feature-extraction
liver-cancer	https://github.com/topics/liver-cancer
segmentation-eval	https://github.com/topics/segmentation-eval
liver-tumor	https://github.com/topics/liver-tumor
radiomics-extraction	https://github.com/topics/radiomics-extraction
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