| Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation | Feb 25, 2023 | Adversarial AttackComputed Tomography (CT) | —Unverified | 0 |
| Deep Learning for Pancreas Segmentation: a Systematic Review | Jul 23, 2024 | Deep LearningOrgan Segmentation | —Unverified | 0 |
| Deep Learning in Multi-organ Segmentation | Jan 28, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning | Apr 5, 2024 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation | Jul 17, 2024 | Organ SegmentationPartially Labeled Datasets | —Unverified | 0 |
| DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation | Jun 22, 2015 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 |
| DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search | Sep 20, 2021 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation | May 18, 2020 | Domain AdaptationOrgan Segmentation | —Unverified | 0 |
| DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning | Sep 26, 2024 | Domain AdaptationGPU | —Unverified | 0 |
| Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds | Dec 20, 2022 | Instance SegmentationOrgan Segmentation | —Unverified | 0 |
| End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation | Oct 15, 2019 | Organ SegmentationPancreas Segmentation | —Unverified | 0 |
| Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography | Jan 20, 2025 | AnatomyOrgan Segmentation | —Unverified | 0 |
| Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation | Mar 6, 2025 | Active LearningImage Segmentation | —Unverified | 0 |
| Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation | Jun 18, 2024 | Computed Tomography (CT)Knowledge Distillation | —Unverified | 0 |
| Ensemble Methods for Multi-Organ Segmentation in CT Series | Mar 31, 2023 | Organ SegmentationSegmentation | —Unverified | 0 |
| Evaluating the Robustness of Self-Supervised Learning in Medical Imaging | May 14, 2021 | Organ SegmentationPneumonia Detection | —Unverified | 0 |
| Exemplar Learning for Medical Image Segmentation | Apr 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images | Jul 28, 2019 | Organ SegmentationSegmentation | —Unverified | 0 |
| Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks | Dec 23, 2019 | Data AugmentationOrgan Segmentation | —Unverified | 0 |
| Quality or Quantity: Toward a Unified Approach for Multi-organ Segmentation in Body CT | Mar 3, 2022 | Organ SegmentationSegmentation | —Unverified | 0 |
| Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation | Aug 8, 2024 | DiversityFairness | —Unverified | 0 |
| RadSAM: Segmenting 3D radiological images with a 2D promptable model | Apr 29, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Rapid model transfer for medical image segmentation via iterative human-in-the-loop update: from labelled public to unlabelled clinical datasets for multi-organ segmentation in CT | Apr 13, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Real Time Multi Organ Classification on Computed Tomography Images | Apr 29, 2024 | ClassificationOrgan Segmentation | —Unverified | 0 |
| Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation | Jan 2, 2022 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| RefSAM3D: Adapting SAM with Cross-modal Reference for 3D Medical Image Segmentation | Dec 7, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| Reverse Classification Accuracy: Predicting Segmentation Performance in the Absence of Ground Truth | Feb 11, 2017 | General ClassificationOrgan Segmentation | —Unverified | 0 |
| SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation | Jul 14, 2024 | DecoderMedical Image Analysis | —Unverified | 0 |
| SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation | May 14, 2021 | Generative Adversarial NetworkImage Generation | —Unverified | 0 |
| SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model | Apr 10, 2023 | Image GenerationImage Segmentation | —Unverified | 0 |
| SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays | Mar 26, 2017 | Organ SegmentationSegmentation | —Unverified | 0 |
| Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency | Sep 18, 2023 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network | Jun 24, 2022 | Image RegistrationOrgan Segmentation | —Unverified | 0 |
| SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations | Jan 17, 2023 | Federated LearningImage Segmentation | —Unverified | 0 |
| Self is the Best Learner: CT-free Ultra-Low-Dose PET Organ Segmentation via Collaborating Denoising and Segmentation Learning | Mar 5, 2025 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| SelfMedHPM: Self Pre-training With Hard Patches Mining Masked Autoencoders For Medical Image Segmentation | Apr 3, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision | Nov 12, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training | Apr 7, 2018 | Image SegmentationOrgan Segmentation | —Unverified | 0 |
| Shape-Aware Organ Segmentation by Predicting Signed Distance Maps | Dec 9, 2019 | HippocampusOrgan Segmentation | —Unverified | 0 |
| SliceMamba with Neural Architecture Search for Medical Image Segmentation | Jul 11, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes | Jul 30, 2018 | Organ SegmentationSegmentation | —Unverified | 0 |
| SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation | Nov 18, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation | Jun 24, 2016 | Automated Pancreas SegmentationMedical Image Analysis | —Unverified | 0 |
| Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation | Jan 31, 2017 | 3D Medical Imaging SegmentationComputed Tomography (CT) | —Unverified | 0 |
| Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation | Dec 16, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion | Jul 24, 2023 | Action RecognitionMedical Image Analysis | —Unverified | 0 |
| Stochastic tissue window normalization of deep learning on computed tomography | Dec 1, 2019 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks | Jul 29, 2021 | Generative Adversarial NetworkOrgan Segmentation | —Unverified | 0 |
| SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation | Oct 26, 2023 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble | Apr 14, 2023 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |