Medical AI

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning ACL 2026 D2T2 - Multimodal Automated Planning for Brachytherapy CVPR 2026 Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA MIDL 2026 Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling MIDL 2026 Detecting Social Engagement of Elderly From Lifelog Image-streams to Identify Effective Cues for Autobiographic Recall WACV 2026 Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026 Dual-Level Confidence based Implicit Self-Refinement for Medical Visual Question Answering CVPR 2026 Dual-Level Hypergraph Generation for Addressing Feature Scarcity in Whole-Slide Image Classification CVPR 2026 Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 Estimating PATE under positivity violations: SBART+SPL for high-dimensional covariates CLeaR 2026 Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ACL 2026 F$^2$-Assist: Multi-Phase Fetal Growth Forecast and Report Generation from Ultrasound Examination CVPR 2026 Factorized Context Aggregation for Robust Cancer Risk Estimation via Soft Re-Ranked Retrieval and Hierarchical Anchors CVPR 2026 Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026 Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models CVPR 2026 From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature CVPR 2026 From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026 From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset ACL 2026 Gastric-X: A Multimodal Multi-Phase Benchmark Dataset for Advancing Vision-Language Models in Gastric Cancer Analysis CVPR 2026 Gaussian Graphical Learning via PSD Constraint for Blockwise Missing Multimodal Data UAI 2026 GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation MIDL 2026 GuideTree: Guideline-Induced Review Trees for Long Medical Records ACL 2026 H2-Surv: Hierarchical Hyperbolic Multimodal Representation Learning for Survival Prediction CVPR 2026 Heterogeneous Aligned Fusion for Survival Classification with Missing Modalities MIDL 2026 Human or LLM as Standardized Patients? A Comparative Study in Medical Education ACL 2026