| Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation | Sep 13, 2017 | Organ SegmentationPancreas Segmentation | CodeCode Available | 0 | 5 |
| Deep learning-based auto-contouring of organs/structures-at-risk for pediatric upper abdominal radiotherapy | Nov 1, 2024 | Computed Tomography (CT)Organ 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 |
| 3D Medical Image Segmentation based on multi-scale MPU-Net | Jul 11, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation | Sep 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Autofocus Layer for Semantic Segmentation | May 22, 2018 | Brain Tumor SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation | Mar 12, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | 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 |
| Robust deep learning-based semantic organ segmentation in hyperspectral images | Nov 9, 2021 | Deep LearningImage 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 |
| 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 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 | 5 |
| Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks | Oct 9, 2022 | DecoderImage 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 |
| Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images | Aug 27, 2024 | Organ SegmentationScene Segmentation | CodeCode Available | 0 | 5 |
| Hierarchical 3D fully convolutional networks for multi-organ segmentation | Apr 21, 2017 | Organ Segmentation | CodeCode Available | 0 | 5 |
| Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation | Oct 2, 2023 | Computational EfficiencyOrgan 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 |
| HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery | Mar 14, 2023 | AnatomyDeep Learning | 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 |
