nyukat

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16 repositories

Mammo-DETR
Public
This is the official repository for the paper "Understanding differences in applying DETR to natural and medical images".
Python
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GNU Affero General Public License v3.0
•0•0•0•0•Updated Oct 30, 2024Oct 30, 2024
Mammo-DETR-archived
Public
0•0•0•0•Updated Oct 26, 2024Oct 26, 2024
GMIC
Public
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
deep-learning pytorch medical-imaging breast-cancer breast-cancer-diagnosis breast-cancer-screening
Jupyter Notebook
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GNU Affero General Public License v3.0
•48•168•3•1•Updated Jul 25, 2024Jul 25, 2024
breast_cancer_classifier
Public
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
deep-learning neural-network tensorflow pytorch medical-imaging classification breast-cancer medical-image-analysis breast-cancer-diagnosis pretrained-models
Jupyter Notebook
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GNU Affero General Public License v3.0
•269•840•0•1•Updated Dec 14, 2023Dec 14, 2023
pathology_extraction
Public
Improving Information Extraction from Pathology Reports using Named Entity Recognition
named-entity-recognition nlp-machine-learning cancer-data breast-cancer medical-application pathology-report
Python
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GNU General Public License v3.0
•2•12•0•0•Updated Nov 8, 2023Nov 8, 2023
incidental-correlation
Public
Python
•0•1•0•0•Updated Sep 5, 2023Sep 5, 2023
3D_GMIC
Public
3D-GMIC: an efficient deep neural network to find small objects in large 3D images
deep-learning neural-network pytorch medical-imaging classification pretrained-models breast-cancer medical-image-analysis breast-cancer-diagnosis breast-cancer-screening
Python
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Other
•5•30•2•0•Updated Oct 18, 2022Oct 18, 2022
GLAM
Public
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis
machine-learning deep-neural-networks computer-vision deep-learning medical-imaging breast-cancer medical-image-analysis
Jupyter Notebook
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Other
•16•44•1•1•Updated Aug 18, 2022Aug 18, 2022
mammography_metarepository
Public
Meta-repository of screening mammography classifiers
docker deep-learning pytorch medical-imaging pretrained-models medical-image-processing breast-cancer
Python
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BSD 2-Clause "Simplified" License
•11•65•2•0•Updated Aug 15, 2022Aug 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.
medical-imaging breast-cancer tcia-dac deep-learning
Jupyter Notebook
•5•12•0•0•Updated Aug 13, 2022Aug 13, 2022
greedy_multimodal_learning
Public
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
multimodal-deep-learning
Python
•2•27•2•0•Updated May 25, 2022May 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.
Python
•1•4•0•0•Updated Feb 10, 2022Feb 10, 2022
perception_comparison
Public
Differences between human and machine perception in medical diagnosis
deep-neural-networks deep-learning medical-imaging medical-image-processing breast-cancer
Jupyter Notebook
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GNU Affero General Public License v3.0
•4•33•0•0•Updated Oct 1, 2021Oct 1, 2021
COVID-19_prognosis
Public
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
deep-neural-networks deep-learning pytorch medical-imaging electronic-health-records medical-image-analysis coronavirus covid-19 covid19
Jupyter Notebook
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Other
•20•40•0•0•Updated May 16, 2021May 16, 2021
breast_density_classifier
Public
Breast density classification with deep convolutional neural networks
breast-cancer breast-cancer-diagnosis tensorflow pytorch pretrained-models breast-density-classification
Python
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BSD 2-Clause "Simplified" License
•52•168•0•0•Updated Jul 3, 2018Jul 3, 2018
BIRADS_classifier
Public
High-resolution breast cancer screening with multi-view deep convolutional neural networks
breast-cancer tensorflow pytorch classification pretrained-models bi-rads
Python
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BSD 2-Clause "Simplified" License
•58•154•0•0•Updated Jun 29, 2018Jun 29, 2018