nyukat's repositories
breast_cancer_classifier
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
breast_density_classifier
Breast density classification with deep convolutional neural networks
BIRADS_classifier
High-resolution breast cancer screening with multi-view deep convolutional neural networks
mammography_metarepository
Meta-repository of screening mammography classifiers
COVID-19_prognosis
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
perception_comparison
Differences between human and machine perception in medical diagnosis
greedy_multimodal_learning
Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
pathology_extraction
Improving Information Extraction from Pathology Reports using Named Entity Recognition
generative-multitask-learning
This repository contains the code necessary to reproduce our paper "Generative multitask learning mitigates target-causing confounding" https://arxiv.org/abs/2202.04136.