dbbbbm / UAE
Implementation of "Abnormality Detection in Chest X-ray Images Using Uncertainty Prediction Autoencoders" in MICCAI 2020.
☆16Updated 4 years ago
Alternatives and similar repositories for UAE:
Users that are interested in UAE are comparing it to the libraries listed below
- ☆26Updated 5 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆61Updated 5 months ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- Awesome anomaly detection in medical images☆86Updated 2 years ago
- Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2…☆49Updated 2 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆107Updated 5 years ago
- [IEEE-JBHI'2022] Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation(Pytorch)☆28Updated last year
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Updated 2 years ago
- Official Pytorch implementation of the paper DeScarGAN☆30Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆128Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- Code for the MICCAI DART 2020 paper☆33Updated 3 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆15Updated 2 years ago
- code for Marginal loss and exclusion loss for partially supervised multi-organ segmentation☆26Updated 2 years ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆13Updated 3 years ago
- MICCAI2020: self domain adapted network☆17Updated 3 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆46Updated 4 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆134Updated 3 years ago
- This repository contains code from our comparative study on state of the art unsupervised pathology detection and segmentation methods.☆23Updated 10 months ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆53Updated 3 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆50Updated last year
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆65Updated 4 years ago
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- ☆10Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆91Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago