| SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus | Jun 23, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration | Jun 20, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage Segmentation | Jun 12, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Zero-Shot Gaze-based Volumetric Medical Image Segmentation | May 21, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2 | Feb 4, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer | Dec 18, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation | Dec 16, 2024 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation | Nov 21, 2024 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing | Oct 20, 2024 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation | Jul 6, 2024 | General KnowledgeImage Segmentation | —Unverified | 0 |
| Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective | May 16, 2024 | Domain AdaptationImage Registration | CodeCode Available | 0 |
| LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation | Apr 7, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation | Mar 15, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| SegVol: Universal and Interactive Volumetric Medical Image Segmentation | Nov 22, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 2 |
| CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation | Nov 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images | Oct 23, 2023 | 3D ArchitectureImage Segmentation | CodeCode Available | 2 |
| Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation | Oct 17, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors | Oct 12, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training | Sep 21, 2023 | Contrastive LearningDecoder | CodeCode Available | 0 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Learnable Weight Initialization for Volumetric Medical Image Segmentation | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
