electronic health record

Shimo Lab at “Discharge Me!”: Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections ACL 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction NeurIPS 2024 Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024 Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL 2024 UoG Siephers at “Discharge Me!”: Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records ACL 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification EACL 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives NAACL 2024 Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML ICLR 2024 An Iterative Self-Learning Framework for Medical Domain Generalization NeurIPS 2023 Automated De-Identification of Arabic Medical Records EMNLP 2023 Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023 Characterization of Stigmatizing Language in Medical Records ACL 2023 Characterizing personalized effects of family information on disease risk using graph representation learning MLHC 2023 CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023 Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ACL 2023 Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes MLHC 2023 Deep Learning for Medical Prediction in Electronic Health Records AAAI 2023 DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023 Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023 EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NeurIPS 2023 EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images NeurIPS 2023 End-to-end clinical temporal information extraction with multi-head attention ACL 2023