radiomics 开源项目推荐（186 个）

AIM-Harvard /pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

CBICA /CaPTk

Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk

AIM-Harvard /SlicerRadiomics

Slicer扩展，提供围绕放射性组学的图形用户界面

LidiaGarrucho /MAMA-MIA

The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations

rcuocolo /PROSTATEx_masks

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

oncoray /mirp

Medical Image Radiomics Processor

JZK00 /Radiomics-Features-Extractor

Hand-crafted radiomics and deep learning-based radiomcis features extraction.

kmader /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

JZK00 /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.

pwoznicki /AutoRadiomics

The easiest tool for experimenting with radiomics features.

nadeemlab /CIR

Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]

easylearn-fmri /easylearn_dev

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…

RichardObi /frd-score

Official implementation of the Fréchet Radiomic Distance

hubertgabrys /DicomToolboxMatlab

Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.

taznux /radiomics-tools

Image processing tools for radiomics analysis

zhenweishi /Py-rex

Open source of Pyradiomics extension

EPfaehler /RaCat

该项目在 GitHub 上没有填写描述

radxtools /collageradiomics

Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.

pwoznicki /RadiomicsHub

该项目在 GitHub 上没有填写描述

radiomicslab /fastrad

GPU-accelerated Python library for calculating radiomics features from medical images