| Abdominal organ segmentation via deep diffeomorphic mesh deformations | Jun 27, 2023 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation | Apr 11, 2024 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation | Jan 23, 2025 | Contrastive LearningOrgan Segmentation | CodeCode Available | 1 |
| AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? | Oct 28, 2020 | Continual LearningOrgan Segmentation | CodeCode Available | 1 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| Federated Multi-organ Segmentation with Inconsistent Labels | Jun 14, 2022 | DecoderFederated Learning | CodeCode Available | 1 |
| PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis | Jan 2, 2023 | Brain Tumor SegmentationMedical Image Analysis | CodeCode Available | 1 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data | Aug 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation | Sep 16, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation | Mar 10, 2022 | Brain Tumor Segmentationimage-classification | CodeCode Available | 1 |
| 3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection | Feb 19, 2024 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| Image to Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography | Jun 24, 2019 | Decision MakingGenerative Adversarial Network | CodeCode Available | 1 |
| Learnable Weight Initialization for Volumetric Medical Image Segmentation | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| LLM-driven Multimodal Target Volume Contouring in Radiation Oncology | Nov 3, 2023 | Organ Segmentation | CodeCode Available | 1 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
| Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation | Nov 19, 2020 | Few-Shot LearningImage Segmentation | —Unverified | 0 |
| Abdominal multi-organ segmentation with organ-attention networks and statistical fusion | Apr 23, 2018 | Organ Segmentation | —Unverified | 0 |
| Benchmarking Multi-Organ Segmentation Tools for Multi-Parametric T1-weighted Abdominal MRI | Apr 10, 2025 | BenchmarkingOrgan Segmentation | —Unverified | 0 |
| BASIC: Semi-supervised Multi-organ Segmentation with Balanced Subclass Regularization and Semantic-conflict Penalty | Jan 7, 2025 | Multi-Task LearningOrgan Segmentation | —Unverified | 0 |
| Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization | Aug 26, 2024 | Organ Segmentation | —Unverified | 0 |
| Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks | Jan 26, 2020 | AnatomyDecision Making | —Unverified | 0 |
| A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image | Feb 24, 2023 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Evaluating the Robustness of Self-Supervised Learning in Medical Imaging | May 14, 2021 | Organ SegmentationPneumonia Detection | —Unverified | 0 |
| Automating Sonologists USG Commands with AI and Voice Interface | Nov 20, 2024 | DiagnosticOrgan Detection | —Unverified | 0 |
| Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior | Mar 27, 2024 | AnatomyDecoder | —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 |
| Age-Conditioned Synthesis of Pediatric Computed Tomography with Auxiliary Classifier Generative Adversarial Networks | Jan 31, 2020 | Computed Tomography (CT)Generative Adversarial Network | —Unverified | 0 |
| Automated Mouse Organ Segmentation: A Deep Learning Based Solution | Apr 24, 2018 | Deep LearningOrgan 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 |
| Abdominal multi-organ segmentation in CT using Swinunter | Sep 28, 2023 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning | Mar 1, 2022 | Medical Image AnalysisOrgan 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 |
| Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation | Jun 18, 2024 | Computed Tomography (CT)Knowledge Distillation | —Unverified | 0 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation | Oct 20, 2021 | DecoderGPU | —Unverified | 0 |
| End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation | Oct 15, 2019 | Organ SegmentationPancreas Segmentation | —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 |
| DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation | Jun 22, 2015 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 |
| Abdominal Multi-Organ Segmentation Based on Feature Pyramid Network and Spatial Recurrent Neural Network | Aug 29, 2023 | DiagnosticImage Segmentation | —Unverified | 0 |
| Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation | Jul 17, 2024 | Organ SegmentationPartially Labeled Datasets | —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 |
| An image segmentation algorithm based on multi-scale feature pyramid network | May 18, 2023 | Image SegmentationMedical Image 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 |