Healthcare & Medicine

More is more: leveraging multi-rater information for whole slide images grading via virtual expert panel MIDL 2026 MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration CVPR 2026 MRI Contrast Enhancement Kinetics World Model CVPR 2026 MR-RAG: Multimodal Relevance-Aware Retrieval-Augmented Generation for Medical Visual Question Answering CVPR 2026 Multicenter Morphometric Analysis of Stratum Corneum Nanotexture for Skin Barrier Assessment MIDL 2026 Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning MIDL 2026 Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation CVPR 2026 MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection MIDL 2026 Multi-site Benchmarking of Deep Learning Models for Intraparenchymal Hemorrhage Segmentation on NCCT MIDL 2026 Multi-View Attention Multiple-Instance Learning Enhanced by LLM Reasoning for Cognitive Distortion Detection ACL 2026 Multi-View Hierarchical Alignment Learning for Spatial Transcriptomics CVPR 2026 MUSE: Harnessing Precise and Diverse Semantics for Few-Shot Whole Slide Image Classification CVPR 2026 MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality CVPR 2026 NeuroLangSeg: Language-Guided Subcortical Segmentation with Pseudo-Supervision and Anatomical–Linguistic Validation MIDL 2026 NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views MIDL 2026 nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection MIDL 2026 No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026 Non-invasive estimation of haemodynamic parameters in pulmonary hypertension — A deep learning approach integrating all B-mode cine loops in an echocardiographic exam MIDL 2026 Not Just How Much, But Where: Decomposing Epistemic Uncertainty into Per-Class Contributions UAI 2026 OctoMed: Data Recipes for State-of-the-Art Multimodal Medical Reasoning CVPR 2026 OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks CVPR 2026 OmniFM: Toward Modality-Robust and Task-Agnostic Federated Learning for Heterogeneous Medical Imaging CVPR 2026 OmniNet: A Multi-Modality Neural Network for Robust Remote Respiratory Rate Measurement from Facial Video MIDL 2026 One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ACL 2026 On the Feasibility of Fréchet Radiomic Distance–Constrained Adversarial Examples in Medical Imaging: Methods and Trade-offs MIDL 2026