| Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation | Jun 11, 2018 | AnatomyDomain Adaptation | —Unverified | 0 |
| TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation | Apr 16, 2025 | Image SegmentationLatent Diffusion Model for 3D | —Unverified | 0 |
| CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans | Jan 28, 2023 | DiagnosticOrgan Segmentation | —Unverified | 0 |
| Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels | Mar 22, 2024 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network | Oct 15, 2017 | Organ Segmentation | —Unverified | 0 |
| Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation | Mar 1, 2023 | Organ SegmentationSegmentation | —Unverified | 0 |
| Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data | Nov 28, 2020 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency | Jun 21, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound | Apr 7, 2018 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Two Stage Segmentation of Cervical Tumors using PocketNet | Sep 17, 2024 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization | Jan 23, 2024 | AnatomyCT Reconstruction | —Unverified | 0 |
| Uncertainty-aware Incremental Learning for Multi-organ Segmentation | Mar 9, 2021 | EthicsIncremental Learning | —Unverified | 0 |
| Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation | Jun 28, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| UNet-2022: Exploring Dynamics in Non-isomorphic Architecture | Oct 27, 2022 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation | Jul 19, 2020 | Image ReconstructionOrgan Segmentation | —Unverified | 0 |
| Unlocking Robust Segmentation Across All Age Groups via Continual Learning | Apr 19, 2024 | AllAnatomy | —Unverified | 0 |
| Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation | Jul 16, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio | Jul 10, 2018 | Domain AdaptationOrgan Segmentation | —Unverified | 0 |
| Validation and Optimization of Multi-Organ Segmentation on Clinical Imaging Archives | Feb 10, 2020 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| ViTBIS: Vision Transformer for Biomedical Image Segmentation | Jan 15, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation | May 17, 2021 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| VTBIS: Vision Transformer for Biomedical Image Segmentation | Jul 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images | Jul 10, 2021 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| MCMC Guided CNN Training and Segmentation for Pancreas Extraction | Mar 9, 2020 | Organ SegmentationPancreas Segmentation | —Unverified | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 |
| More than Encoder: Introducing Transformer Decoder to Upsample | Jun 20, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| MOSMOS: Multi-organ segmentation facilitated by medical report supervision | Sep 4, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 |
| MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets | Aug 5, 2021 | Knowledge DistillationOrgan Segmentation | —Unverified | 0 |
| Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model | Aug 24, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation | Feb 7, 2023 | Organ SegmentationPartially Labeled Datasets | —Unverified | 0 |
| Multi-organ Segmentation Network with Adversarial Performance Validator | Apr 16, 2022 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets | Aug 17, 2020 | Organ Segmentation | —Unverified | 0 |
| MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation | May 15, 2025 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation | Dec 27, 2024 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering | Jun 2, 2017 | Lesion SegmentationLiver Segmentation | —Unverified | 0 |
| One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis | Apr 11, 2018 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks | Jan 18, 2018 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering | Mar 18, 2025 | BenchmarkingDescriptive | —Unverified | 0 |
| Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN | Mar 24, 2020 | Computed Tomography (CT)GPU | —Unverified | 0 |
| Outlier Guided Optimization of Abdominal Segmentation | Feb 10, 2020 | Active LearningComputed Tomography (CT) | —Unverified | 0 |
| Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation | Mar 7, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Phase Collaborative Network for Two-Phase Medical Image Segmentation | Nov 28, 2018 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation | Apr 12, 2019 | Medical Image SegmentationOrgan Segmentation | —Unverified | 0 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 |
| Localise to segment: crop to improve organ at risk segmentation accuracy | Apr 10, 2023 | Organ SegmentationSegmentation | CodeCode Available | 0 |