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Volumetric Medical Image Segmentation

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Showing 1–50 of 58 papers

TitleStatusHype
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert ConsensusCode0
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module ExplorationCode1
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
Zero-Shot Gaze-based Volumetric Medical Image Segmentation—0
RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2—0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation—0
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation—0
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation—0
Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation PerspectiveCode0
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image SegmentationCode2
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image SegmentationCode1
SegVol: Universal and Interactive Volumetric Medical Image SegmentationCode2
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image SegmentationCode1
SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical ImagesCode2
Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationCode1
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image SegmentationCode1
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
Frequency Domain Adversarial Training for Robust Volumetric Medical SegmentationCode1
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
Advancing Volumetric Medical Image Segmentation via Global-Local Masked Autoencoder—0
Volumetric medical image segmentation through dual self-distillation in U-shaped networksCode0
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ SegmentationCode1
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image SegmentationCode0
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image SegmentationCode2
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingCode1
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift—0
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma—0
Distributed Contrastive Learning for Medical Image Segmentation—0
Implicit U-Net for volumetric medical image segmentation—0
Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image SegmentationCode1
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation—0
Memory-efficient Segmentation of High-resolution Volumetric MicroCT ImagesCode0
Federated Contrastive Learning for Volumetric Medical Image Segmentation—0
CapsNet for Medical Image Segmentation—0
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data—0
A Robust Volumetric Transformer for Accurate 3D Tumor SegmentationCode1
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation—0
nnFormer: Interleaved Transformer for Volumetric SegmentationCode1
Positional Contrastive Learning for Volumetric Medical Image SegmentationCode1
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation—0
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future—0
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples—0
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions—0
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric SegmentationCode1
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation—0
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