| TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation | Jul 12, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation | Aug 28, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy | Jun 1, 2018 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | CodeCode Available | 0 |
| Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study | Jan 25, 2021 | Image SegmentationLiver Segmentation | CodeCode Available | 0 |
| Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks | Oct 9, 2022 | DecoderImage Segmentation | CodeCode Available | 0 |
| Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation | Oct 16, 2022 | Computed Tomography (CT)Contrastive Learning | CodeCode Available | 0 |
| Hierarchical 3D fully convolutional networks for multi-organ segmentation | Apr 21, 2017 | Organ Segmentation | CodeCode Available | 0 |
| Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling | Jul 21, 2019 | Active LearningOrgan Segmentation | CodeCode Available | 0 |
| AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge | Oct 7, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 0 |
| Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation | May 12, 2022 | Organ SegmentationPseudo Label | CodeCode Available | 0 |
| HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery | Mar 14, 2023 | AnatomyDeep Learning | CodeCode Available | 0 |
| Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks | Dec 2, 2017 | Image SegmentationOrgan Segmentation | CodeCode Available | 0 |
| Discriminative features pyramid network for medical image segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Discriminative features pyramid network for medical image segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans | Dec 25, 2016 | Organ SegmentationPancreas Segmentation | CodeCode Available | 0 |
| RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical Prior | Dec 23, 2020 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation | Jun 17, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings | Jul 23, 2023 | 3D Shape ReconstructionImage Segmentation | CodeCode Available | 0 |
| Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation | Sep 13, 2017 | Organ SegmentationPancreas Segmentation | CodeCode Available | 0 |
| Autofocus Layer for Semantic Segmentation | May 22, 2018 | Brain Tumor SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation | Jan 22, 2025 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation | Jan 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model | Apr 27, 2021 | DenoisingMedical Image Analysis | CodeCode Available | 0 |
| Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs | Aug 26, 2022 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |