☆56Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for self_supervised
Users that are interested in self_supervised are comparing it to the libraries listed below
Sorting:
- IEEE TMI 2021☆17Feb 15, 2023Updated 3 years ago
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆83Aug 12, 2020Updated 5 years ago
- [MICCAI 2023] Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images☆35Nov 28, 2025Updated 3 months ago
- ☆20Apr 12, 2018Updated 7 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Jul 3, 2019Updated 6 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆83Oct 24, 2021Updated 4 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 2 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Jan 7, 2021Updated 5 years ago
- the cross-modality MAS method☆18Apr 6, 2022Updated 3 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Nov 29, 2021Updated 4 years ago
- code for "Multi-modality contrastive learning for sarcopenia screening from hip X-rays and clinical information" in MICCAI 2023☆16Dec 3, 2025Updated 2 months ago
- MICCAI 2020 : Adaptive Context Selection for Polyp Segmentation (Pytorch implementation).☆57Oct 12, 2020Updated 5 years ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis☆773Jun 22, 2025Updated 8 months ago
- Learning to segment multi-organ and tumorsfrom multiple partially labeled datasets☆19Apr 8, 2021Updated 4 years ago
- Code for the MICCAI 2019 paper Balsiger et al., Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation☆19Nov 22, 2022Updated 3 years ago
- 【MICCAI 2023 Early Accept & MedIA】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions"☆27Dec 11, 2024Updated last year
- Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, IEEE TMI 2020.☆356Jul 6, 2023Updated 2 years ago
- ☆10Jun 14, 2022Updated 3 years ago
- ☆12Apr 10, 2019Updated 6 years ago
- SpatialFlow: Bridging all Task for Panoptic Segmentation. In TCSVT2020☆14Nov 24, 2020Updated 5 years ago
- COVID-CT19-Challenge☆11May 15, 2020Updated 5 years ago
- ☆11May 20, 2022Updated 3 years ago
- NeurIPS 2024: Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding☆16Jun 20, 2025Updated 8 months ago
- Evidential Calibration☆11Mar 8, 2022Updated 3 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆105Apr 8, 2024Updated last year
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65May 3, 2019Updated 6 years ago
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆18Nov 1, 2022Updated 3 years ago
- [MICCAI'20] Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI☆22Apr 3, 2024Updated last year
- Code for MICCAI 2021 submission 'Self-Supervised Multi-Modal Alignment For Whole Body Medical Imaging'☆16Sep 22, 2021Updated 4 years ago
- ☆12Apr 17, 2019Updated 6 years ago
- Structure-Aware Image Segmentation with Homotopy Warping☆12Sep 19, 2023Updated 2 years ago
- ☆20Jul 20, 2021Updated 4 years ago
- Deep learning based retinal vessel segmentation for fluorescein angiography retinal images, IEEE Trans. Image Processing, 2020☆23Sep 27, 2020Updated 5 years ago
- supervised and semi-supervised image classification with self-supervision (Keras)☆45Apr 12, 2021Updated 4 years ago
- [MICCAI 2021] Study Group Learning: Improving Retinal Vessel Segmentation Trained with Noisy Labels: New SOTA on both DRIVE and CHASE_DB1…☆110Feb 21, 2022Updated 4 years ago
- Scripts to work with the chaos challenge☆26Mar 4, 2019Updated 6 years ago
- [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images☆42Dec 8, 2025Updated 2 months ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Nov 15, 2018Updated 7 years ago