| Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art Performance | Apr 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| 3D Densely Convolutional Networks for Volumetric Segmentation | Sep 11, 2017 | Brain SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation | Dec 14, 2017 | Image SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 | 5 |
| ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation | Oct 22, 2023 | Domain AdaptationMRI segmentation | CodeCode Available | 0 | 5 |
| QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction | Dec 10, 2024 | Brain Tumor SegmentationMRI segmentation | CodeCode Available | 0 | 5 |
| MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets | Jan 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Full-Head Segmentation of MRI with Abnormal Brain Anatomy: Model and Data Release | Jan 30, 2025 | AnatomyBrain Segmentation | CodeCode Available | 0 | 5 |
| A fuzzy rank-based ensemble of CNN models for MRI segmentation | Dec 28, 2024 | Decision MakingMRI segmentation | CodeCode Available | 0 | 5 |
| Multi-planar 3D knee MRI segmentation via UNet inspired architectures | Dec 20, 2022 | MRI segmentationSegmentation | CodeCode Available | 0 | 5 |
| Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural Network | Oct 16, 2017 | Brain SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 | 5 |
| Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities | May 22, 2025 | Brain Tumor SegmentationIncremental Learning | CodeCode Available | 0 | 5 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation | Sep 13, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 0 | 5 |
| Dynamic Data Augmentation via MCTS for Prostate MRI Segmentation | May 25, 2023 | Data AugmentationGPU | CodeCode Available | 0 | 5 |
| A Field of Experts Prior for Adapting Neural Networks at Test Time | Feb 10, 2022 | AnatomyLesion Segmentation | CodeCode Available | 0 | 5 |
| Hierarchical 3D Feature Learning for Pancreas Segmentation | Sep 3, 2021 | Automated Pancreas SegmentationMRI segmentation | CodeCode Available | 0 | 5 |
| Distributionally Robust Deep Learning using Hardness Weighted Sampling | Jan 8, 2020 | BIG-bench Machine LearningBrain Tumor Segmentation | CodeCode Available | 0 | 5 |
| Dynamically evolving segment anything model with continuous learning for medical image segmentation | Mar 8, 2025 | DiversityImage Segmentation | —Unverified | 0 | 0 |
| Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation | Nov 25, 2022 | Data AugmentationDomain Generalization | —Unverified | 0 | 0 |
| Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation | Aug 21, 2019 | DecoderDomain Adaptation | —Unverified | 0 | 0 |
| DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation | May 17, 2021 | DecoderMRI segmentation | —Unverified | 0 | 0 |
| Adversarial training and dilated convolutions for brain MRI segmentation | Jul 11, 2017 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Dense Self-Supervised Learning for Medical Image Segmentation | Jul 29, 2024 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 | 0 |