| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | 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 |
| Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study | Jan 25, 2021 | Image SegmentationLiver 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 |
| Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation | Aug 14, 2019 | Computed Tomography (CT)Image Retrieval | 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 |
| 3D Cross-Pseudo Supervision (3D-CPS): A semi-supervised nnU-Net architecture for abdominal organ segmentation | Sep 19, 2022 | Organ Segmentation | 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 |
| Autofocus Layer for Semantic Segmentation | May 22, 2018 | Brain Tumor SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge | Oct 7, 2023 | AnatomyComputed Tomography (CT) | 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 |
| Discriminative features pyramid network for medical image segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans | Dec 25, 2016 | Organ SegmentationPancreas Segmentation | 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 |
| A Study on the Performance of U-Net Modifications in Retroperitoneal Tumor Segmentation | Feb 1, 2025 | DiagnosticMamba | CodeCode Available | 0 | 5 |
| AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation | Sep 12, 2024 | DecoderImage 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 |
| Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation | May 12, 2022 | Organ SegmentationPseudo Label | CodeCode Available | 0 | 5 |
| Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs | Oct 7, 2022 | Adversarial DefenseFew-Shot Learning | CodeCode Available | 0 | 5 |
| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | 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 |
| Localise to segment: crop to improve organ at risk segmentation accuracy | Apr 10, 2023 | Organ SegmentationSegmentation | 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 |
