mlaves / well-calibrated-regression-uncertaintyLinks
Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".
☆31Updated 4 years ago
Alternatives and similar repositories for well-calibrated-regression-uncertainty
Users that are interested in well-calibrated-regression-uncertainty are comparing it to the libraries listed below
Sorting:
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated 11 months ago
- Stochastic Segmentation Networks☆66Updated 5 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
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Updated 2 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 2 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 2 years ago
- Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020☆26Updated 2 years ago
- ☆24Updated 4 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆14Updated 3 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆39Updated 3 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 4 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 5 years ago
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆35Updated 2 years ago
- Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"☆10Updated 11 months ago
- O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.☆18Updated 3 years ago
- ☆10Updated 2 years ago
- Pytorch implementation of the DWP with application to MRI segmentation☆9Updated 5 years ago
- Official Pytorch Implementation for y-Aware Contrastive Learning☆59Updated last year
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- ☆36Updated 2 years ago
- JiahuaDong / ICCV2019Publication-Semantic-Transferable-Weakly-Supervised-Endoscopic-Lesions-Segmentation☆13Updated 5 years ago
- ☆10Updated 4 years ago
- ☆8Updated 2 years ago
- ☆10Updated 2 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago