suinleelab / cxr_covid
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
- Code for the paper https://arxiv.org/abs/2003.00827☆103Updated 3 years ago
- A manually annotated test set for DeepLesion with 3D lesion boxes☆24Updated 4 years ago
- COVID-19-CT-CXR, a public database of COVID-19 CXR and CT images☆23Updated 2 years ago
- Official Code Repository for Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses (X-Caps)☆20Updated 2 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆62Updated 8 months ago
- A collection of self-supervised papers in medical imaging.☆39Updated 4 years ago
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆27Updated 2 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated last year
- ☆17Updated 4 years ago
- Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analy…☆18Updated 3 years ago
- CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet☆56Updated 4 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 2 years ago
- This is the official Pytorch implementation of "Lung Segmentation from Chest X-rays using Variational Data Imputation", Raghavendra Selva…☆43Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- Official implementation of the paper "Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classific…☆24Updated 2 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- Gifsplanation - Explaining neural networks with gifs!☆25Updated last year
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆62Updated last year
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆53Updated 2 years ago
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated 2 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 2 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆81Updated last year
- 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
- Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020☆26Updated 2 years ago
- Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…☆13Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"☆10Updated 8 months ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago