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

SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods MIDL 2026

Exploring Entropy-based Active Learning for Fair Brain Segmentation MIDL 2026

TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation MIDL 2026

Task-Conditioned 3D U-Nets via Hypernetworks for Data-Scarce Medical Segmentation MIDL 2026

Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation? MIDL 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

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image 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

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

DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models AAAI 2026

VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation AAAI 2026

Medical Image Segmentation with Minimal Labeling Effort: How Far Can We Push the Limits? AAAI 2026

D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation MIDL 2026

Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation MIDL 2026

Beyond Classification: Elaborating Network Predictions for Better Weakly Supervised Quantization MIDL 2026