Medical AI

A causal machine learning framework for pharmacovigilance signal detection in electronic health records: Drug-induced acute kidney injury CLeaR 2026 Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ACL 2026 AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning MIDL 2026 A Deep Learning-Enabled Digital Twin Framework for Fast Online Adaptive Proton Therapy: A Validation Study in A Prostate SBRT Clinical Application MIDL 2026 Advancing Cancer Prognosis with Hierarchical Fusion of Genomic, Proteomic and Pathology Imaging Data from a Systems Biology Perspective CVPR 2026 AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital ACL 2026 Almost Clinical: Linguistic properties of synthetic electronic health records EACL 2026 Aloe-Vision: Robust Vision-Language Models for Healthcare MIDL 2026 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026 Automated Suturing Skill Assessment in Robot-assisted Surgery from Endoscopic Videos using Clinically-guided Evaluation Criteria WACV 2026 Benchmarking and Enabling Efficient Chinese Medical Retrieval via Asymmetric Encoders ACL 2026 Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models ACL 2026 BETA: Resting-state fMRI Biotypes for tDCS Efficacy in Anxiety Among Older Adults At Risk For Alzheimer’s Disease MIDL 2026 Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models ACL 2026 BiomedCCPL: Causal Conditional Prompt Learning for Biomedical Vision-Language Models CVPR 2026 BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features MIDL 2026 Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA ACL 2026 Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling? CVPR 2026 CARE: A Molecular-Guided Foundation Model with Adaptive Region Modeling for Whole Slide Image Analysis CVPR 2026 CARE: Confidence-aware Ratio Estimation for Medical Biomarkers MIDL 2026 Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes CLeaR 2026 ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making ACL 2026 ClinQueryAgent: A Conversational Agent for Population Health Management ACL 2026 Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology MIDL 2026 CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026