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

Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation AAAI 2026

Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures AAAI 2026

An Efficient Multi-Rater Setup Towards Personalized and Diversified Medical Image Segmentation WACV 2026

Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation AAAI 2026

Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks AAAI 2026

MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation AAAI 2026

Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026

FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation WACV 2026

MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026

E³SAM2: Entropy-Aware and Edge-Guided Adaptation of SAM2 for Echocardiography Video Segmentation AAAI 2026

OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation AAAI 2026

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation AAAI 2026

EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation AAAI 2026

CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation AAAI 2026

Uncertainty-Aware Vision-Language Segmentation for Medical Imaging WACV 2026

AGENet: Adaptive Edge-aware Geodesic Distance Learning for Few-Shot Medical Image Segmentation WACV 2026

Hymavi : A Hybrid Mamba-Attention Network in Multi-View Framework for Volumetric Medical Image Segmentation WACV 2026

ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays WACV 2026

HiMix : Hierarchical Visual-Textual Mixing Network for Lesion Segmentation WACV 2026

DuPLUS: Dual-Prompt Vision-Language Model for Universal Medical Image Segmentation and Prognosis WACV 2026

FairVLM: Enhancing Fairness and Prompt Sensitivity in Vision Language Models for Medical Image Segmentation WACV 2026

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026

VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation AAAI 2026

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation AAAI 2026

Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation AAAI 2026