conftrace_

medical image segmentation

351 papers

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Also known as

MIS

Co-occurring keywords

semantic segmentation (3186) semi-supervised learning (2341) medical imaging (971) image segmentation (971) domain adaptation (4595) convolutional neural network (4226) self-supervised learning (3777) attention mechanism (4001) domain generalization (1522) few-shot learning (3398)

Papers

Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation MIDL 2026
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning MIDL 2026
VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026
Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms WACV 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation WACV 2025
LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images WACV 2025
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025
SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality ICCV 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation ICCV 2025
MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation ICCV 2025
Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025
Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation ICCV 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation ICCV 2025
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation WACV 2025
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities WACV 2025
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025
Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025
Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images ICCV 2025
An OpenMind for 3D Medical Vision Self-supervised Learning ICCV 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image CVPR 2025