| SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation | Nov 18, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| 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 |
| Anatomical 3D Style Transfer Enabling Efficient Federated Learning with Extremely Low Communication Costs | Oct 26, 2024 | Domain GeneralizationFederated Learning | —Unverified | 0 |
| Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation | Oct 7, 2024 | Continual Semantic SegmentationOrgan Segmentation | —Unverified | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning | Sep 26, 2024 | Domain AdaptationGPU | —Unverified | 0 |
| Two Stage Segmentation of Cervical Tumors using PocketNet | Sep 17, 2024 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| MAISI: Medical AI for Synthetic Imaging | Sep 13, 2024 | Computed Tomography (CT)Organ Segmentation | CodeCode Available | 0 |
| Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images | Sep 13, 2024 | Image SegmentationMamba | —Unverified | 0 |
| AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ Segmentation | Sep 12, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| MOSMOS: Multi-organ segmentation facilitated by medical report supervision | Sep 4, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 |
| Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images | Aug 27, 2024 | Organ SegmentationScene Segmentation | CodeCode Available | 0 |
| Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization | Aug 26, 2024 | Organ Segmentation | —Unverified | 0 |
| Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation | Aug 8, 2024 | DiversityFairness | —Unverified | 0 |
| Deep Learning for Pancreas Segmentation: a Systematic Review | Jul 23, 2024 | Deep LearningOrgan Segmentation | —Unverified | 0 |
| Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation | Jul 17, 2024 | Organ SegmentationPartially Labeled Datasets | —Unverified | 0 |
| SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation | Jul 14, 2024 | DecoderMedical Image Analysis | —Unverified | 0 |
| SliceMamba with Neural Architecture Search for Medical Image Segmentation | Jul 11, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Medical Image Segmentation Using Directional Window Attention | Jun 25, 2024 | Cell SegmentationDiagnostic | CodeCode Available | 0 |
| Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation | Jun 23, 2024 | Organ Segmentation | —Unverified | 0 |
| Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation | Jun 18, 2024 | Computed Tomography (CT)Knowledge Distillation | —Unverified | 0 |
| UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation | Jun 17, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans | May 18, 2024 | AnatomyDiversity | CodeCode Available | 0 |
| HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation | May 8, 2024 | Image SegmentationMamba | —Unverified | 0 |
| Real Time Multi Organ Classification on Computed Tomography Images | Apr 29, 2024 | ClassificationOrgan Segmentation | —Unverified | 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 |
| CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection | Apr 23, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| Unlocking Robust Segmentation Across All Age Groups via Continual Learning | Apr 19, 2024 | AllAnatomy | —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 |
| Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior | Mar 27, 2024 | AnatomyDecoder | —Unverified | 0 |
| Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels | Mar 22, 2024 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation | Mar 12, 2024 | Organ SegmentationSegmentation | CodeCode Available | 0 |
| Dcl-Net: Dual Contrastive Learning Network for Semi-Supervised Multi-Organ Segmentation | Mar 6, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 |
| AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation | Mar 5, 2024 | AnatomyData Augmentation | —Unverified | 0 |
| Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel bases | Feb 26, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Label-efficient Multi-organ Segmentation Method with Diffusion Model | Feb 23, 2024 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| Application analysis of ai technology combined with spiral CT scanning in early lung cancer screening | Jan 26, 2024 | Organ SegmentationPrognosis | —Unverified | 0 |
| Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization | Jan 23, 2024 | AnatomyCT Reconstruction | —Unverified | 0 |
| Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans | Nov 29, 2023 | Diagnosticimage-classification | —Unverified | 0 |
| Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning | Nov 21, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 0 |
| UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained Datasets | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Pelvic floor MRI segmentation based on semi-supervised deep learning | Nov 6, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Leveraging point annotations in segmentation learning with boundary loss | Nov 6, 2023 | Computational EfficiencyHeart Segmentation | —Unverified | 0 |
| SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation | Oct 26, 2023 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge | Oct 7, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 0 |
| Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation | Oct 2, 2023 | Computational EfficiencyOrgan Segmentation | CodeCode Available | 0 |
| Abdominal multi-organ segmentation in CT using Swinunter | Sep 28, 2023 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Gastro-Intestinal Tract Segmentation Using an Explainable 3D Unet | Sep 25, 2023 | Organ SegmentationPosition | —Unverified | 0 |
| Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency | Sep 18, 2023 | Computed Tomography (CT)Decoder | —Unverified | 0 |