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@bdrad

Big Data in Radiology at UCSF

Team conducting natural language processing and computer vision research in radiology at UCSF

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  1. clinical_ml_integration clinical_ml_integration Public

    Python 15 3

  2. petdementiapub petdementiapub Public

    Source code to accompany "A Deep Learning Model to Predict a Diagnosis of Alzheimer’s Disease Using 18F-FDG PET of the Brain"

    Python 9 7

  3. Mini-CV-Project Mini-CV-Project Public

    Breast density classifier project using CBIS-DDSM (https://wiki.cancerimagingarchive.net/display/Public/CBIS-DDSM)

    Jupyter Notebook 6 1

  4. radiopaedia_embedding_2020 radiopaedia_embedding_2020 Public

    Jupyter Notebook 4

  5. rad_classify rad_classify Public

    Library for classifying radiology reports

    Python 3

  6. pyOsirixScripts pyOsirixScripts Public

    A widely compatible DICOM-native annotation pipeline with strong support for data visualization was created to facilitate computer vision projects involving 3D cross-sectional data.

    Python 2 1

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