radiology topic

List radiology repositories

kaggle_vol-3D-classify

36
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4
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Predict the status of a genetic biomarker important for brain cancer treatment

ct-volume-preprocessing

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End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large...

delira

222
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26
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Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

mimic-cxr

238
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50
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Code, documentation, and discussion around the MIMIC-CXR database

starviewer

129
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61
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Starviewer, a cross-platform open source medical imaging software

Niffler

84
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54
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Niffler: A DICOM Framework for Machine Learning and Processing Pipelines.

Asclepios-DICOM-Viewer

183
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61
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Bachelor thesis project. A DICOM Viewer written in C++, QT and VTK.

COVID-CT-Code

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29
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Fully automated code for Covid-19 detection from CT scans from paper: https://doi.org/10.1016/j.bspc.2021.102588