clinical decision support

Benchmarking Reinforcement Learning Algorithms for ICU Ventilator Settings: An Interpretable and Probabilistic Patient Environment for Doctor Agents AAAI 2026 CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records AAAI 2026 Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026 From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset ACL 2026 Learning What to Ignore: Mitigating Negative Transfer in Medical Knowledge Fusion via Clinical Task-Adaptive Selection ACL 2026 The Doctor Will Agree With You Now: Sycophancy of Large Language Models in Multi-Turn Medical Conversations EACL 2026 AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems IJCAI 2025 Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025 A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning IJCAI 2025 A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025 CLARITY: Clinical Assistant for Routing, Inference, and Triage EMNLP 2025 CUPCase: Clinically Uncommon Patient Cases and Diagnoses Dataset AAAI 2025 Enhancing Patient-Centric Healthcare Communication Through Multimodal Emotion Recognition: A Transformer-Based Framework for Clinical Decision Support AACL 2025 FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025 InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025 Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models MLHC 2025 LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation COLING 2025 MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning AACL 2025 MedRAX: Medical Reasoning Agent for Chest X-ray ICML 2025 Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 Prediction-Augmented Generation for Automatic Diagnosis Tasks ACL 2025 Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval ICLR 2025 ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025