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nyukat

Popular repositories

  1. breast_cancer_classifier breast_cancer_classifier Public

    Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

    Jupyter Notebook 826 260

  2. breast_density_classifier breast_density_classifier Public

    Breast density classification with deep convolutional neural networks

    Python 166 50

  3. GMIC GMIC Public

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

    Jupyter Notebook 162 49

  4. BIRADS_classifier BIRADS_classifier Public

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

    Python 145 57

  5. mammography_metarepository mammography_metarepository Public

    Meta-repository of screening mammography classifiers

    Python 63 11

  6. COVID-19_prognosis COVID-19_prognosis Public

    An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department

    Jupyter Notebook 41 20

Repositories

Showing 10 of 14 repositories
  • 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 826 AGPL-3.0 260 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
  • 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 162 AGPL-3.0 49 3 0 Updated Sep 26, 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 41 14 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 63 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 11 5 0 0 Updated Aug 13, 2022
  • greedy_multimodal_learning Public

    Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks

    nyukat/greedy_multimodal_learning’s past year of commit activity
    Python 27 3 2 0 Updated May 25, 2022
  • generative-multitask-learning Public

    This repository contains the code necessary to reproduce our paper "Generative multitask learning mitigates target-causing confounding" https://arxiv.org/abs/2202.04136.

    nyukat/generative-multitask-learning’s past year of commit activity
    Python 4 1 0 0 Updated Feb 10, 2022
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