liuquande / SRC-MT
[TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model
☆134Updated 4 years ago
Alternatives and similar repositories for SRC-MT:
Users that are interested in SRC-MT are comparing it to the libraries listed below
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated 2 years ago
- Recent progress on domain adaption/generalization for medical image segmentation☆54Updated 3 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆125Updated 4 years ago
- Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3☆49Updated 4 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆110Updated 5 years ago
- [MICCAI2020] Code for paper : Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation☆54Updated 4 years ago
- [TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.☆53Updated 6 months ago
- official pytorch implementation of PCRL☆77Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆71Updated last year
- MICCAI 2022 Paper with Code☆96Updated 2 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆123Updated 3 years ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆181Updated last year
- Code for TMI paper: Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation☆54Updated 4 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 2 years ago
- ☆67Updated 2 years ago
- ☆33Updated 3 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆180Updated 3 years ago
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆98Updated last year
- Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis☆52Updated 2 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 4 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆101Updated 11 months ago
- ☆56Updated 2 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆81Updated 4 years ago
- Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification☆70Updated 2 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆74Updated 3 months ago
- Patho-GAN: interpretation + medical data augmentation. Code for paper work "Explainable Diabetic Retinopathy Detection and Retinal Image …☆77Updated 2 years ago