lihaoliu-cambridge / unsupervised-medical-image-segmentationView external linksLinks
Code for "Contrastive Registration for Unsupervised Medical Image Segmentation".
☆69Apr 20, 2024Updated last year
Alternatives and similar repositories for unsupervised-medical-image-segmentation
Users that are interested in unsupervised-medical-image-segmentation are comparing it to the libraries listed below
Sorting:
- A helper allows you to manage your deep learning model‘s parameters in a convenient way.☆11Nov 25, 2020Updated 5 years ago
- [TMI'20] Code for "Ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation".☆23Jan 29, 2021Updated 5 years ago
- [CVPR'23] Code for "SCOTCH and SODA: A Transformer Video Shadow Detection Framework".☆21Nov 5, 2023Updated 2 years ago
- [TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".☆46Nov 29, 2020Updated 5 years ago
- A Pytorch Lightning implementation of “Triple-cooperative Video Shadow Detection” on CVPR'21.☆13Sep 1, 2023Updated 2 years ago
- Supervised Predictive Medical Image Registration Model☆92Apr 5, 2021Updated 4 years ago
- Official implementation of "Weakly-supervised positional contrastive learning: application to cirrhosis classification", MICCAI 2023☆11Dec 16, 2025Updated 2 months ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Sep 30, 2022Updated 3 years ago
- Learning Deformable Registration of Medical Images with Anatomical Constraints☆25Jun 23, 2023Updated 2 years ago
- Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks☆140Jul 20, 2023Updated 2 years ago
- One Shot Deformable Medical Image Registration☆41May 8, 2020Updated 5 years ago
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Oct 27, 2022Updated 3 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆32Mar 24, 2022Updated 3 years ago
- Codes for MICCAI 2021 Paper: Selective Learning from External Data for CT Image Segmentation☆12Oct 10, 2021Updated 4 years ago
- code for LG-ER-MT☆15Mar 20, 2020Updated 5 years ago
- Vision Transformer for 3D medical image registration (Pytorch)☆345Nov 6, 2022Updated 3 years ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Jul 21, 2020Updated 5 years ago
- Two technical workshops from GenAI Hackathon Cairo 2025: build LLM apps with RAG & tools , and create a coding AI agent from scratch (Pyt…☆34Jan 20, 2026Updated 3 weeks ago
- Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration☆56Dec 8, 2020Updated 5 years ago
- Framework for medical image segmentation using deep neural networks☆24Jan 30, 2024Updated 2 years ago
- ☆22Jun 18, 2021Updated 4 years ago
- ☆40Apr 11, 2022Updated 3 years ago
- MICCAI 2022 Paper☆24Sep 21, 2023Updated 2 years ago
- ☆199Feb 6, 2020Updated 6 years ago
- Transformer-ConvNet with Masked AutoEncoder for Cardiac Image Registration☆10Aug 29, 2022Updated 3 years ago
- Weakly supervised nuclei segmentation using mixed points and masks annotation☆10Jan 12, 2020Updated 6 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆49Oct 5, 2023Updated 2 years ago
- IEEE ISBI 2020 SimpleITK Tutorial☆13Mar 7, 2024Updated last year
- ☆12Sep 7, 2023Updated 2 years ago
- Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images☆11Jun 11, 2019Updated 6 years ago
- ☆10Mar 1, 2021Updated 4 years ago
- This is the official Pytorch implementation of "Affine Medical Image Registration with Coarse-to-Fine Vision Transformer" (CVPR 2022), wr…☆152Nov 2, 2023Updated 2 years ago
- Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL☆23Apr 3, 2019Updated 6 years ago
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- [TMI 2023] Self-Distilled Hierarchical Network for Unsupervised Deformable Image Registration☆27Jul 9, 2024Updated last year
- Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks☆11Apr 16, 2020Updated 5 years ago
- ☆12Nov 22, 2023Updated 2 years ago
- Self distilled masked transformer based segmentor used in MICCAI 2022 paper by Jiang J, ... Veeraraghavan H et.al☆30Mar 29, 2023Updated 2 years ago