| Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer | Dec 18, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images | May 31, 2022 | GPUImage Segmentation | CodeCode Available | 0 | 5 |
| Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training | Sep 21, 2023 | Contrastive LearningDecoder | CodeCode Available | 0 | 5 |
| On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task | Jul 6, 2017 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective | May 16, 2024 | Domain AdaptationImage Registration | CodeCode Available | 0 | 5 |
| SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus | Jun 23, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 | 5 |
| V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation | Jun 15, 2016 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation | May 14, 2021 | Contrastive LearningImage Segmentation | —Unverified | 0 | 0 |
| Zero-Shot Gaze-based Volumetric Medical Image Segmentation | May 21, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 | 0 |
| Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions | Oct 13, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples | Oct 29, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Distributed Contrastive Learning for Medical Image Segmentation | Aug 7, 2022 | Contrastive LearningFederated Learning | —Unverified | 0 | 0 |
| Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors | Oct 12, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future | Mar 27, 2021 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2 | Feb 4, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| CapsNet for Medical Image Segmentation | Mar 16, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| 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 | 0 |
| SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation | Nov 21, 2024 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 | 0 |
| Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation | Oct 31, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma | Aug 9, 2022 | ManagementMedical Image Segmentation | —Unverified | 0 | 0 |
| SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data | Jan 15, 2022 | DecoderHippocampus | —Unverified | 0 | 0 |
| Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift | Oct 4, 2022 | Data AugmentationImage Segmentation | —Unverified | 0 | 0 |
| A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation | Dec 1, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |