Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".
☆44Mar 8, 2019Updated 6 years ago
Alternatives and similar repositories for domainadaptation
Users that are interested in domainadaptation are comparing it to the libraries listed below
Sorting:
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆304Mar 28, 2020Updated 5 years ago
- Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning☆16Feb 10, 2023Updated 3 years ago
- [MICCAI 2023, top 14%] Official repository of paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning☆18Aug 2, 2025Updated 7 months ago
- Constrained Domain Adaptation for Segmentation☆29May 15, 2022Updated 3 years ago
- Test-time Fourier Style Calibration for Domain Generalization - IJCAI 2022☆16Jul 21, 2022Updated 3 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 2021Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- [AAAI 2019] Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation☆102Jun 17, 2021Updated 4 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆274Feb 15, 2021Updated 5 years ago
- Position-prior Clustering-based self-attention module for Knee Cartilage Segmentation☆12Jun 18, 2022Updated 3 years ago
- pytorch implementation of fcn in the wild☆26Dec 8, 2022Updated 3 years ago
- PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""☆16Jul 19, 2022Updated 3 years ago
- domain adaptation with CF distance for medical image segmentation☆27Apr 12, 2022Updated 3 years ago
- ☆14Mar 17, 2019Updated 6 years ago
- Implementation of CycleGAN for unsupervised image segmentaion, performed on brain tumor scans☆49Aug 22, 2019Updated 6 years ago
- This repository contains the code to our Paper: Medical Transformer for Multimodal Survival Prediction in Intensive Care - Integration of…☆19May 15, 2023Updated 2 years ago
- ☆12Sep 11, 2022Updated 3 years ago
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆41Jun 24, 2020Updated 5 years ago
- Medical image handling library for easy manipulation of dicom images in research☆17Aug 19, 2019Updated 6 years ago
- Generalizing to unseen domains via distribution matching☆73Sep 2, 2020Updated 5 years ago
- Fourier Domain Adaptation for Semantic Segmentation☆546Jul 1, 2020Updated 5 years ago
- ☆47Apr 12, 2022Updated 3 years ago
- ☆19Jul 4, 2023Updated 2 years ago
- [MICCAI2019 & TMI2020] Chest X-Ray Decomposition with Unpaired CT Knowledge.☆21Jul 19, 2023Updated 2 years ago
- Code for the Medical Segmentation Decathlon Challenge at MICCAI 2018☆17Oct 31, 2018Updated 7 years ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Nov 10, 2020Updated 5 years ago
- Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images☆17Oct 15, 2019Updated 6 years ago
- The source code of "Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection" (in MICCAI 2020)☆22Aug 29, 2020Updated 5 years ago
- Code from the paper "DACS: Domain Adaptation via Cross-domain Mixed Sampling"☆131Jul 6, 2023Updated 2 years ago
- ☆223Nov 22, 2021Updated 4 years ago
- a pytorch version for SIFA, Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for M…☆45Feb 14, 2025Updated last year
- Multichannel Semantic Segmentation with Unsupervised Domain Adaptation☆20Jul 29, 2019Updated 6 years ago
- ☆23Sep 1, 2021Updated 4 years ago
- code for Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders☆20Nov 14, 2019Updated 6 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆123May 5, 2021Updated 4 years ago
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆18Jul 21, 2020Updated 5 years ago
- Joint Modelling Histology and Molecular Markers for Glioma Classification☆12Jun 4, 2025Updated 9 months ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆49Jul 7, 2021Updated 4 years ago
- ☆136Mar 15, 2022Updated 3 years ago