Medical AI

Hyperbolic Relational Prompts for Intersectional Fairness in Medical VLMs CVPR 2026 Impact of uncertainty maps on manual editing of rectal cancer segmentation in radiotherapy MIDL 2026 Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation ACL 2026 Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation ACL 2026 Learning control variables and instruments for causal analysis in observational data CLeaR 2026 Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography ACL 2026 Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning MIDL 2026 LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ACL 2026 LLMs (Almost) Never Abstain Under Medical Uncertainty ACL 2026 LUMINA: A Multi-Vendor Mammography Benchmark with Energy Harmonization Protocol CVPR 2026 MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events ACL 2026 MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ACL 2026 Matched-Pair Experimental Design with Active Learning UAI 2026 Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning CVPR 2026 MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026 MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning ACL 2026 MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026 MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA CVPR 2026 MedGRPO: Multi-Task Reinforcement Learning for Heterogeneous Medical Video Understanding CVPR 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ACL 2026 MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images CVPR 2026 MedTVT-R1: A Multimodal LLM Empowering Medical Reasoning and Diagnosis CVPR 2026 MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ACL 2026 MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis ACL 2026