JuliaWolleb / DeScarGAN
Official Pytorch implementation of the paper DeScarGAN
☆31Updated 4 years ago
Alternatives and similar repositories for DeScarGAN:
Users that are interested in DeScarGAN are comparing it to the libraries listed below
- ☆26Updated 5 years ago
- Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]☆23Updated 3 years ago
- Implementation of "Abnormality Detection in Chest X-ray Images Using Uncertainty Prediction Autoencoders" in MICCAI 2020.☆16Updated 4 years ago
- Code for reproducing f-AnoGAN in Pytorch☆28Updated 3 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆62Updated 9 months ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆76Updated 4 months ago
- The implementation of "Semi-supervised Medical Image Classification with Global Latent Mixing". [MICCAI2020]☆22Updated last year
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- This is the implementation of our paper in ECCV 2020.☆65Updated 3 years ago
- Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2…☆49Updated 2 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- Official implementation of Fixed-Point GAN - ICCV 2019☆100Updated 4 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- Unsupervised medical image segmentation using edge mapping and adversarial learning☆20Updated 5 years ago
- Awesome anomaly detection in medical images☆87Updated 3 years ago
- Unsupervised Anomaly Detection for X-Ray Images☆47Updated 9 months ago
- ☆10Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Constrained Domain Adaptation for Segmentation☆29Updated 2 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated 2 years ago
- Official implementation of "Anomaly Detection with Deep Perceptual Autoencoders." IEEE Access 2021☆49Updated 3 years ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆45Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago
- [IEEE-JBHI'2022] Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation(Pytorch)☆29Updated last year
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study☆184Updated 2 years ago
- ☆8Updated last year
- Anomaly detection on X-Ray MURA dataset using GAN.☆50Updated 6 years ago