suinleelab / cxr_covidLinks
Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"
☆29Updated 4 years ago
Alternatives and similar repositories for cxr_covid
Users that are interested in cxr_covid are comparing it to the libraries listed below
Sorting:
- Code for the paper https://arxiv.org/abs/2003.00827☆105Updated 3 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated last year
- ☆52Updated 6 months ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- Multi-label, multi-class classification of chest X-ray images using PyTorch☆24Updated 6 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet☆56Updated 5 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆86Updated last year
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 2 years ago
- Gifsplanation - Explaining neural networks with gifs!☆27Updated last year
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention…☆49Updated 4 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 2 years ago
- Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"☆10Updated last year
- ☆18Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- Official Code Repository for Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses (X-Caps)☆21Updated 2 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆45Updated 3 years ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Updated 3 years ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆25Updated 4 years ago
- Stochastic Segmentation Networks☆66Updated 5 years ago
- WACV2021 - A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images☆40Updated last year
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆68Updated 2 years ago
- COVID-19-CT-CXR, a public database of COVID-19 CXR and CT images☆24Updated 2 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- ☆36Updated 2 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago