JorisRoels / domain-adaptive-segmentationLinks
Domain adaptation segmentation for volume EM imaging
☆20Updated 2 years ago
Alternatives and similar repositories for domain-adaptive-segmentation
Users that are interested in domain-adaptive-segmentation are comparing it to the libraries listed below
Sorting:
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 4 years ago
- reading list for deep learning —— PHD life☆31Updated 5 years ago
- Code for TMI paper: Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation☆56Updated 5 years ago
- [MICCAI2020] Code for paper : Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation☆54Updated 5 years ago
- Code for tutorial at MICCAI 2022☆94Updated 2 years ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆49Updated 4 years ago
- code for paper Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation☆124Updated 4 years ago
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆83Updated 5 years ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆29Updated 6 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 4 years ago
- Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images☆17Updated 6 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆75Updated last year
- [TMI 2019] Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification☆49Updated 2 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆51Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- PyTorch implementation of "Self-Paced Balance Learning for Clinical Skin Disease Recognition"☆52Updated last year
- Recent progress on domain adaption/generalization for medical image segmentation☆54Updated 4 years ago
- Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3☆54Updated 5 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 5 years ago
- Code for the MICCAI DART 2020 paper☆32Updated 4 years ago
- [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)☆303Updated 5 years ago
- Code for the ISIC2018 Lesion Diagnosis Challenge☆55Updated 7 years ago
- Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response, in MICCAI2019.☆43Updated 5 years ago
- ☆56Updated 2 years ago
- A repository for semi supervised image segmentation using Mean Teacher☆30Updated 6 years ago
- This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.☆28Updated 5 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆132Updated 5 years ago
- [Medical Image Analysis 2019] Attentive Neural Cell Instance Segmentation☆46Updated 3 years ago
- [MIA'20] Semi-supervised WCE Image Classification with Adaptive Aggregated Attention☆13Updated 5 years ago