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  1. breast_cancer_classifier breast_cancer_classifier Public

    Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

    Jupyter Notebook 840 269

  2. breast_density_classifier breast_density_classifier Public

    Breast density classification with deep convolutional neural networks

    Python 168 52

  3. GMIC GMIC Public

    An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

    Jupyter Notebook 168 48

  4. BIRADS_classifier BIRADS_classifier Public

    High-resolution breast cancer screening with multi-view deep convolutional neural networks

    Python 154 58

  5. mammography_metarepository mammography_metarepository Public

    Meta-repository of screening mammography classifiers

    Python 65 11

  6. GLAM GLAM Public

    Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

    Jupyter Notebook 44 16

Repositories

Showing 10 of 16 repositories
  • Mammo-DETR Public

    This is the official repository for the paper "Understanding differences in applying DETR to natural and medical images".

    nyukat/Mammo-DETR’s past year of commit activity
    Python 0 AGPL-3.0 0 0 0 Updated Oct 30, 2024
  • Mammo-DETR-archived Public
    nyukat/Mammo-DETR-archived’s past year of commit activity
    0 0 0 0 Updated Oct 26, 2024
  • GMIC Public

    An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization

    nyukat/GMIC’s past year of commit activity
    Jupyter Notebook 168 AGPL-3.0 48 3 1 Updated Jul 25, 2024
  • breast_cancer_classifier Public

    Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

    nyukat/breast_cancer_classifier’s past year of commit activity
    Jupyter Notebook 840 AGPL-3.0 269 0 1 Updated Dec 14, 2023
  • pathology_extraction Public

    Improving Information Extraction from Pathology Reports using Named Entity Recognition

    nyukat/pathology_extraction’s past year of commit activity
    Python 12 GPL-3.0 2 0 0 Updated Nov 8, 2023
  • incidental-correlation Public
    nyukat/incidental-correlation’s past year of commit activity
    Python 1 0 0 0 Updated Sep 5, 2023
  • 3D_GMIC Public

    3D-GMIC: an efficient deep neural network to find small objects in large 3D images

    nyukat/3D_GMIC’s past year of commit activity
    Python 30 5 2 0 Updated Oct 18, 2022
  • GLAM Public

    Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis

    nyukat/GLAM’s past year of commit activity
    Jupyter Notebook 44 16 1 1 Updated Aug 18, 2022
  • mammography_metarepository Public

    Meta-repository of screening mammography classifiers

    nyukat/mammography_metarepository’s past year of commit activity
    Python 65 BSD-2-Clause 11 2 0 Updated Aug 15, 2022
  • MRI_AI Public

    This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast cancer diagnostics with artificial intelligence for MRI" by Jan Witowski et al.

    nyukat/MRI_AI’s past year of commit activity
    Jupyter Notebook 12 5 0 0 Updated Aug 13, 2022
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