Medical Imaging

MedLoc-R1: Performance-Aware Curriculum Reward Scheduling for GRPO-Based Medical Visual Grounding CVPR 2026 MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata MIDL 2026 MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026 MID-POSE: Multi-Instrument Detection and Pose Estimation in Endoscopic Surgery MIDL 2026 MILCA: Malaria Parasite Detection from Sample-Level Weak Labels MIDL 2026 MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding CVPR 2026 MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026 MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026 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 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 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 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 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 On the Feasibility of Fréchet Radiomic Distance–Constrained Adversarial Examples in Medical Imaging: Methods and Trade-offs MIDL 2026