| Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation | Oct 5, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| A 3D generative model of pathological multi-modal MR images and segmentations | Nov 8, 2023 | Data AugmentationMRI segmentation | CodeCode Available | 1 |
| Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation | Mar 7, 2019 | MRI segmentationSegmentation | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation | May 25, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation | Nov 16, 2023 | Domain GeneralizationMedical Diagnosis | CodeCode Available | 1 |
| Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation | Jul 8, 2021 | Missing LabelsMRI segmentation | CodeCode Available | 1 |
| Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation | Aug 21, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| Adversarial training and dilated convolutions for brain MRI segmentation | Jul 11, 2017 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation | Jun 5, 2019 | Brain SegmentationDecision Making | —Unverified | 0 |
| AssemblyNet: A large ensemble of CNNs for 3D Whole Brain MRI Segmentation | Nov 20, 2019 | Brain SegmentationDecision Making | —Unverified | 0 |
| Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge | May 5, 2025 | MRI segmentationSegmentation | —Unverified | 0 |
| 3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework | Jul 26, 2021 | Brain Tumor SegmentationMRI segmentation | —Unverified | 0 |
| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| A probabilistic atlas of the human thalamic nuclei combining ex vivo MRI and histology | Jun 22, 2018 | Bayesian InferenceHippocampus | —Unverified | 0 |
| A deep learning-based pipeline for error detection and quality control of brain MRI segmentation results | May 28, 2020 | MRI segmentationSegmentation | —Unverified | 0 |
| Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas | Feb 27, 2025 | Computational EfficiencyMRI segmentation | —Unverified | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| Dense Self-Supervised Learning for Medical Image Segmentation | Jul 29, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| Confidence Intervals for Performance Estimates in Brain MRI Segmentation | Jul 20, 2023 | Brain Tumor SegmentationHippocampus | —Unverified | 0 |
| CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation | May 19, 2022 | MRI segmentationSegmentation | —Unverified | 0 |
| Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey | Feb 13, 2018 | Image SegmentationMRI segmentation | —Unverified | 0 |
