electronic health record

A causal machine learning framework for pharmacovigilance signal detection in electronic health records: Drug-induced acute kidney injury CLeaR 2026 CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records AAAI 2026 EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026 Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026 Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA ACL 2026 JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ACL 2026 Knowledge-Enhanced Explainable Hypergraph Convolution Network for Medication Recommendation AAAI 2026 LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ACL 2026 Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis ACL 2026 Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling AAAI 2026 Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 Text-Attributed Knowledge Graph Enrichment with Large Language Models for Medical Concept Representation ACL 2026 Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026 ACES: Automatic Cohort Extraction System for Event-Stream Datasets ICLR 2025 Advancing Medical Multimodal Learning and Data Generation with Diffusion Model and LLM AAAI 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems IJCAI 2025 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality ACL 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data ICLR 2025 CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025 CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025