| SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings | Jul 23, 2023 | 3D Shape ReconstructionImage Segmentation | CodeCode Available | 0 | 5 |
| Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation | Oct 16, 2022 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 | 5 |
| Anatomy-constrained modelling of image-derived input functions in dynamic PET using multi-organ segmentation | Apr 23, 2025 | AnatomyOrgan Segmentation | CodeCode Available | 0 | 5 |
| Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation | May 8, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs | Aug 26, 2022 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 | 5 |
| Autofocus Layer for Semantic Segmentation | May 22, 2018 | Brain Tumor SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation | Sep 13, 2017 | Organ SegmentationPancreas Segmentation | CodeCode Available | 0 | 5 |
| Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation | Mar 12, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling | Jul 21, 2019 | Active LearningOrgan Segmentation | CodeCode Available | 0 | 5 |
| Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation | May 12, 2022 | Organ SegmentationPseudo Label | CodeCode Available | 0 | 5 |
| RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical Prior | Dec 23, 2020 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT | Nov 11, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation | Oct 2, 2023 | Computational EfficiencyOrgan Segmentation | CodeCode Available | 0 | 5 |
| Robust deep learning-based semantic organ segmentation in hyperspectral images | Nov 9, 2021 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis | Aug 30, 2020 | Medical Image AnalysisOrgan Segmentation | CodeCode Available | 0 | 5 |
| Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation | May 11, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | CodeCode Available | 0 | 5 |
| MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation | Sep 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image | Jan 1, 2022 | AnatomyOrgan Segmentation | CodeCode Available | 0 | 5 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 | 5 |
| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| MO-CTranS: A unified multi-organ segmentation model learning from multiple heterogeneously labelled datasets | Mar 28, 2025 | DecoderOrgan Segmentation | CodeCode Available | 0 | 5 |
| Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images | Aug 27, 2024 | Organ SegmentationScene Segmentation | CodeCode Available | 0 | 5 |
| HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery | Mar 14, 2023 | AnatomyDeep Learning | CodeCode Available | 0 | 5 |
| Localise to segment: crop to improve organ at risk segmentation accuracy | Apr 10, 2023 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning | Nov 21, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation | Jan 22, 2025 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation | Jun 17, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation | Jun 23, 2024 | Organ Segmentation | —Unverified | 0 | 0 |
| Fully Automated Organ Segmentation in Male Pelvic CT Images | May 31, 2018 | Image SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks | Dec 23, 2019 | Data AugmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation | Nov 19, 2020 | Few-Shot LearningImage Segmentation | —Unverified | 0 | 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 | 0 |
| Benchmarking Multi-Organ Segmentation Tools for Multi-Parametric T1-weighted Abdominal MRI | Apr 10, 2025 | BenchmarkingOrgan Segmentation | —Unverified | 0 | 0 |
| Exemplar Learning for Medical Image Segmentation | Apr 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| BASIC: Semi-supervised Multi-organ Segmentation with Balanced Subclass Regularization and Semantic-conflict Penalty | Jan 7, 2025 | Multi-Task LearningOrgan Segmentation | —Unverified | 0 | 0 |
| Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization | Aug 26, 2024 | Organ Segmentation | —Unverified | 0 | 0 |
| Abdominal multi-organ segmentation with organ-attention networks and statistical fusion | Apr 23, 2018 | Organ Segmentation | —Unverified | 0 | 0 |
| Evaluating the Robustness of Self-Supervised Learning in Medical Imaging | May 14, 2021 | Organ SegmentationPneumonia Detection | —Unverified | 0 | 0 |
| Ensemble Methods for Multi-Organ Segmentation in CT Series | Mar 31, 2023 | Organ SegmentationSegmentation | —Unverified | 0 | 0 |
| Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation | Jun 18, 2024 | Computed Tomography (CT)Knowledge Distillation | —Unverified | 0 | 0 |
| Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation | Mar 6, 2025 | Active LearningImage Segmentation | —Unverified | 0 | 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 | 0 |
| Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography | Jan 20, 2025 | AnatomyOrgan Segmentation | —Unverified | 0 | 0 |
| End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation | Oct 15, 2019 | Organ SegmentationPancreas Segmentation | —Unverified | 0 | 0 |
| Automating Sonologists USG Commands with AI and Voice Interface | Nov 20, 2024 | DiagnosticOrgan Detection | —Unverified | 0 | 0 |
| Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior | Mar 27, 2024 | AnatomyDecoder | —Unverified | 0 | 0 |
| Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks | Jan 26, 2020 | AnatomyDecision Making | —Unverified | 0 | 0 |
| Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds | Dec 20, 2022 | Instance SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning | Sep 26, 2024 | Domain AdaptationGPU | —Unverified | 0 | 0 |