MR-HosseinzadehTaher / BenchmarkTransferLearning
Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis
☆50Updated last year
Related projects ⓘ
Alternatives and complementary repositories for BenchmarkTransferLearning
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆99Updated 7 months ago
- MoCo-based unsupervised training for Chest X-Ray Interpretation☆41Updated 2 years ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆58Updated 2 weeks ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆120Updated 4 years ago
- MICCAI 2022 Paper with Code☆97Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆90Updated last year
- ☆33Updated last month
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆34Updated last year
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆10Updated 2 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆46Updated 11 months ago
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆67Updated 8 months ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆42Updated 9 months ago
- Code of paper 'Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training'☆40Updated last year
- [MICCAI 2021] Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities☆38Updated 2 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Updated 2 years ago
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆68Updated last month
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆31Updated 2 years ago
- IEEE TMI 2021: AdaCon: Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment☆20Updated 2 years ago
- ☆65Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆56Updated 2 years ago
- Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"☆45Updated 4 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆56Updated 2 months ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆15Updated 2 years ago
- ☆135Updated 2 months ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆140Updated 3 months ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 3 years ago
- Domain Adaptation and Generalization for Medical Image Analysis☆114Updated 7 months ago