| Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future | Mar 27, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Distributed Contrastive Learning for Medical Image Segmentation | Aug 7, 2022 | Contrastive LearningFederated Learning | —Unverified | 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 |
| Federated Contrastive Learning for Volumetric Medical Image Segmentation | Apr 23, 2022 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation | Sep 26, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation | Dec 16, 2024 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Implicit U-Net for volumetric medical image segmentation | Jun 30, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation | Jun 14, 2022 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation | May 14, 2021 | Contrastive LearningImage 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 |
| 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 |
| SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation | Nov 21, 2024 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation | Oct 31, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data | Jan 15, 2022 | DecoderHippocampus | —Unverified | 0 |
| Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation | Jun 28, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation | Sep 16, 2020 | DecoderImage Segmentation | —Unverified | 0 |
| V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation | Jun 6, 2019 | GPUImage Segmentation | —Unverified | 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 |
| Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors | Oct 12, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation | Oct 1, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Volumetric medical image segmentation through dual self-distillation in U-shaped networks | Jun 5, 2023 | Brain Tumor SegmentationDecoder | CodeCode Available | 0 |
| V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation | Jun 15, 2016 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training | Sep 21, 2023 | Contrastive LearningDecoder | CodeCode Available | 0 |
| 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 |
| Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images | May 31, 2022 | GPUImage Segmentation | CodeCode Available | 0 |