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Top 6 radiomics open source projects

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✭ 18

Easylearn is designed for machine learning mainly in resting-state fMRI, radiomics and other fields (such as EEG). Easylearn is built on top of scikit-learn, pytorch and other packages. Easylearn can assist doctors and researchers who have limited coding experience to easily realize machine learning, e.g., (MR/CT/PET/EEG)imaging-marker- or other…

✭ 29

python HTML CSS matlab r Jupyter Notebook machine-learning deep-learning neuroimaging radiomics graphic-user-interface resting-state-fmri

PROSTATEx masks

Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.

✭ 42

machine-learning mri radiomics

SlicerRadiomics

A Slicer extension to provide a GUI around pyradiomics

✭ 83

python CMake cancer quantitative-imaging imaging 3d-slicer clinical-research radiomics nciitcr nci-itcr

Quantitative-Big-Imaging-2018

(Latest semester at https://github.com/kmader/Quantitative-Big-Imaging-2019) The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2018

✭ 50

Jupyter Notebook big-data knime image-processing kaggle jupyterlab image-analysis lecture-videos morphological-analysis radiomics mooc-website skimage texture-analysis binder-ready lecture-handout

Radiomics-research-by-using-Python

Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection, machine learning modeling, and stastical analysis.

✭ 27

Jupyter Notebook python feature-extraction medical-informatics radiomics medical-image-analysis

1-6 of 6 radiomics projects