fhaghighi / DiRA
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
☆101Updated 10 months ago
Alternatives and similar repositories for DiRA:
Users that are interested in DiRA are comparing it to the libraries listed below
- MICCAI 2022 Paper with Code☆96Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆103Updated 6 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆43Updated last year
- Code implementation for our paper ACCEPTED in ISBI, 2022☆39Updated 2 years ago
- official pytorch implementation of PCRL☆77Updated 3 years ago
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆106Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆48Updated last year
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆61Updated 2 months ago
- ☆51Updated 2 years ago
- ☆67Updated 2 years ago
- ☆66Updated 8 months ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆92Updated 2 years ago
- [MICCAI 2021] Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities☆38Updated 3 years ago
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆58Updated 3 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆69Updated last year
- Code for Pseudo label based contrastive learning joint training approach☆56Updated 3 years ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆10Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆50Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images☆25Updated 2 months ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆71Updated 3 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆56Updated 9 months ago
- [TMI' 22] D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation with Missing Modalities☆24Updated 2 years ago
- ☆58Updated last year
- [MedIA 2023] The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"☆30Updated 10 months ago
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆97Updated last year
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆57Updated 5 months ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"☆39Updated 7 months ago