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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/radiomicsSlicerRadiomics
A Slicer extension to provide a GUI around pyradiomicsfoundation-cancer-image-biomarker
Code and evaluation repository for the paperDeepCAC
Fully automatic coronary calcium risk assessment using Deep Learning.SDoH
Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41746-023-00970-0DeepContrast
A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.ChatGPT_NCCN
Code base, outputs, scoring guidelines and annotations for ChatGPT NCCN evaluation | Paper: https://jamanetwork.com/journals/jamaoncology/fullarticle/2808731TotalSegmentator-to-nnUNet-format-convert
Convert the TotalSegmentator dataset into the nnUNet formatCXR-Lung-Risk
Deep learning to estimate lung-related mortality from chest radiographs.DL-RT-segmention
Clinical validation of the DL-RT segmentionDeepHeartRO
SlicerMHubRunner
Beta Version. Browse and run all mhub models directly within 3D Slicer.OncQA
The effect of using a large language model to respond to patient messages | Paper: https://arxiv.org/abs/2310.17703pyradiomics_ibsi-benchmark
Small package containing code to compare PyRadiomics features to the IBSI benchmarkonc-ai-factsheet
bodycomp
Eso_alpha
Deep Learning-Based Natural Language Processing to Automate Esophagitis Severity Grading from the Electronic Health Records | Paper: https://arxiv.org/pdf/2303.13722.pdfNLP_CancerSDoH
NLP methods to explore SDoH underyling cancer disparitiesfake2real
body-composition
aimi_alpha
AIMI (alpha).FaceAge
Decoding biological age from face photographs using deep learning.Love Open Source and this site? Check out how you can help us