| Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks | Dec 23, 2019 | Data AugmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Fully Automated Organ Segmentation in Male Pelvic CT Images | May 31, 2018 | Image SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation | Jun 23, 2024 | Organ Segmentation | —Unverified | 0 | 0 |
| Gastro-Intestinal Tract Segmentation Using an Explainable 3D Unet | Sep 25, 2023 | Organ SegmentationPosition | —Unverified | 0 | 0 |
| Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation | Mar 30, 2021 | Medical Image AnalysisOne-Shot Segmentation | —Unverified | 0 | 0 |
| Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation | Nov 23, 2019 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 | 0 |
| GroundingDINO-US-SAM: Text-Prompted Multi-Organ Segmentation in Ultrasound with LoRA-Tuned Vision-Language Models | Jun 30, 2025 | Organ SegmentationSegmentation | —Unverified | 0 | 0 |
| Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images | Aug 27, 2024 | Organ SegmentationScene Segmentation | —Unverified | 0 | 0 |
| HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation | May 8, 2024 | Image SegmentationMamba | —Unverified | 0 | 0 |
| Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane | Jul 4, 2023 | 3D Shape Generation3D Shape Representation | —Unverified | 0 | 0 |
| Imitating Radiological Scrolling: A Global-Local Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification | Mar 26, 2025 | Anomaly ClassificationComputed Tomography (CT) | —Unverified | 0 | 0 |
| Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor | Jul 29, 2022 | Lesion SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets | Mar 8, 2021 | Incremental LearningOrgan Segmentation | —Unverified | 0 | 0 |
| Intelligent image synthesis to attack a segmentation CNN using adversarial learning | Sep 24, 2019 | Image GenerationImage Segmentation | —Unverified | 0 | 0 |
| J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation | Nov 25, 2024 | Data AugmentationImage Segmentation | —Unverified | 0 | 0 |
| Label-efficient Multi-organ Segmentation Method with Diffusion Model | Feb 23, 2024 | Computed Tomography (CT)Denoising | —Unverified | 0 | 0 |
| Large Batch and Patch Size Training for Medical Image Segmentation | Oct 24, 2022 | GPUImage Segmentation | —Unverified | 0 | 0 |
| Large-Kernel Attention for 3D Medical Image Segmentation | Jul 19, 2022 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 | 0 |
| Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift | Jul 13, 2021 | Image SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Learning Incrementally to Segment Multiple Organs in a CT Image | Mar 4, 2022 | Incremental LearningOrgan Segmentation | —Unverified | 0 | 0 |
| Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation | Aug 17, 2023 | Domain AdaptationOrgan Segmentation | —Unverified | 0 | 0 |
| Leveraging Global Binary Masks for Structure Segmentation in Medical Images | May 13, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Leveraging point annotations in segmentation learning with boundary loss | Nov 6, 2023 | Computational EfficiencyHeart Segmentation | —Unverified | 0 | 0 |
| Liver segmentation in CT images using three dimensional to two dimensional fully convolutional network | Feb 21, 2018 | Liver SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Local block-wise self attention for normal organ segmentation | Sep 11, 2019 | AnatomyComputed Tomography (CT) | —Unverified | 0 | 0 |
| Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation | Apr 6, 2023 | Contrastive LearningImage Segmentation | —Unverified | 0 | 0 |
| Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation | Oct 7, 2024 | Continual Semantic SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Marginal loss and exclusion loss for partially supervised multi-organ segmentation | Jul 8, 2020 | Organ SegmentationSegmentation | —Unverified | 0 | 0 |
| Marginal Thresholding in Noisy Image Segmentation | Apr 8, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| MCMC Guided CNN Training and Segmentation for Pancreas Extraction | Mar 9, 2020 | Organ SegmentationPancreas Segmentation | —Unverified | 0 | 0 |
| Medical Semantic Segmentation with Diffusion Pretrain | Jan 31, 2025 | Image SegmentationLinear evaluation | —Unverified | 0 | 0 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 | 0 |
| More than Encoder: Introducing Transformer Decoder to Upsample | Jun 20, 2021 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| MOSMOS: Multi-organ segmentation facilitated by medical report supervision | Sep 4, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 | 0 |
| MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets | Aug 5, 2021 | Knowledge DistillationOrgan Segmentation | —Unverified | 0 | 0 |
| Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model | Aug 24, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation | Feb 7, 2023 | Organ SegmentationPartially Labeled Datasets | —Unverified | 0 | 0 |
| Multi-organ Segmentation Network with Adversarial Performance Validator | Apr 16, 2022 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 | 0 |
| Multi-organ Segmentation via Co-training Weight-averaged Models from Few-organ Datasets | Aug 17, 2020 | Organ Segmentation | —Unverified | 0 | 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 | 0 |
| Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation | Dec 27, 2024 | Contrastive LearningImage Segmentation | —Unverified | 0 | 0 |
| Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering | Jun 2, 2017 | Lesion SegmentationLiver Segmentation | —Unverified | 0 | 0 |
| One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis | Apr 11, 2018 | Data AugmentationMedical Image Analysis | —Unverified | 0 | 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 | 0 |
| Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering | Mar 18, 2025 | BenchmarkingDescriptive | —Unverified | 0 | 0 |
| Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN | Mar 24, 2020 | Computed Tomography (CT)GPU | —Unverified | 0 | 0 |
| Outlier Guided Optimization of Abdominal Segmentation | Feb 10, 2020 | Active LearningComputed Tomography (CT) | —Unverified | 0 | 0 |
| Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation | Mar 7, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Phase Collaborative Network for Two-Phase Medical Image Segmentation | Nov 28, 2018 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |