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Medical AI

1,320 papers

Papers per year

5
7
102
283
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Papers

ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026
Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026
SOAPTriage: SOAP-Guided Multi-View Clinical Text Modeling Framework for Automated ESI Prediction ACL 2026
From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability ACL 2026
Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach ACL 2026
ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection ACL 2026
Rethinking Depression Prediction from a Fine-Grained Subscore Modeling Perspective via Multi-Task Learning ACL 2026
MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ACL 2026
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models ACL 2026
LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ACL 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
Calibrated? Not for Everyone: How Sexual Orientation and Religious Markers Distort LLM Accuracy and Confidence in Medical QA ACL 2026
AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026
ClinQueryAgent: A Conversational Agent for Population Health Management ACL 2026
MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval ACL 2026
CPTCoder: A Reliable LLM System for Medical Procedure Code Prediction ACL 2026
Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026
Probing Bias Formation in Medical LLMs through Activation Steering ACL 2026
One Panel Does Not Fit All: Case-Adaptive Multi-Agent Deliberation for Clinical Prediction ACL 2026
Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ACL 2026
Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026
Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography ACL 2026
ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making ACL 2026
AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital ACL 2026