VFT is a domain generalization model for retinal vessel segmentation that trained on fundus image and test on OCT-A
☆22Dec 15, 2022Updated 3 years ago
Alternatives and similar repositories for Vector-Field-Transformer
Users that are interested in Vector-Field-Transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Medical Image Segmentation with Deep Reinforcement Learning☆21Nov 21, 2019Updated 6 years ago
- [IEEE TMI'24] UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation☆21Nov 4, 2025Updated 8 months ago
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Paper…☆30Oct 7, 2024Updated last year
- Code for [MICCAI 2023] Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Seg…☆45Feb 4, 2025Updated last year
- SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the per…☆31Jul 11, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆15Nov 13, 2024Updated last year
- The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with S…☆19Sep 7, 2025Updated 9 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆150Mar 24, 2024Updated 2 years ago
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆28Oct 9, 2025Updated 8 months ago
- [TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".☆70Dec 20, 2023Updated 2 years ago
- Deep learning based retinal vessel segmentation for wide-field fundus photography retinal images, IEEE Trans. Medical Imaging, 2020☆18Nov 23, 2020Updated 5 years ago
- Code associated with the paper Cascaded Multitask U-Net using topological loss for vessel segmentation and centerline extraction☆27Jul 22, 2024Updated last year
- ☆18May 10, 2023Updated 3 years ago
- Structure-Aware Image Segmentation with Homotopy Warping☆14Sep 19, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medic…☆11May 12, 2025Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆82Nov 19, 2025Updated 7 months ago
- Code of Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation, WACV 2025☆11Dec 5, 2024Updated last year
- Union-set Multi-source Model Adaptation for Semantic Segmentation☆12Oct 24, 2022Updated 3 years ago
- Localization with Reinforcement Learning on Medical Images☆11Dec 8, 2022Updated 3 years ago
- ☆25Nov 23, 2023Updated 2 years ago
- L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images☆19May 31, 2019Updated 7 years ago
- ☆27Nov 13, 2024Updated last year
- ☆13Mar 2, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Dual-domain attention-guided low-dose CBCT reconstruction☆10Jun 17, 2022Updated 4 years ago
- Diagnosis of diabetic retinopathy from fundus images using SVM and decision trees.☆11Jan 29, 2021Updated 5 years ago
- This is the official implementation of "An optimized two-stage cascaded deep neural network for adrenal segmentation on CT images".☆11Apr 13, 2023Updated 3 years ago
- Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.☆68May 29, 2023Updated 3 years ago
- On-demand atlas construction for any neuroimaging study☆21Jun 11, 2025Updated last year
- ☆111Aug 5, 2025Updated 10 months ago
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆14Jul 31, 2024Updated last year
- This code is implementation of MICCAI 2024 "Robust Semi-Supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration…☆55Jan 8, 2026Updated 5 months ago
- Codebase for the paper 'BoMuDA: Boundless Multi-Source Domain Adaptive Segmentation in Unstructured Environments'☆17Feb 12, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ICCV 2023☆11May 20, 2024Updated 2 years ago
- awesome-topology-driven-deep-image-analysis☆51Oct 3, 2025Updated 9 months ago
- Implementation of the paper: "Discriminator-free unsupervised domain adaptation for Multi-label image classification"☆11Jun 26, 2024Updated 2 years ago
- Research Paper - Automated Labelling of Coronary Vessels via Neural Network☆10Oct 12, 2020Updated 5 years ago
- [ESWA 2023] Pytorch Implementation for 'Orientation and Context Entangled Network for Retinal Vessel Segmentation' Expert Systems with A…☆13May 13, 2023Updated 3 years ago
- Predict the wall shear stress along the coronary artery using Deep Learning☆13Aug 9, 2021Updated 4 years ago
- Code for "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image"☆60May 16, 2020Updated 6 years ago