electronic health record

Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023 Hospital Discharge Summarization Data Provenance ACL 2023 Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023 INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms NeurIPS 2023 Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention MLHC 2023 Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023 Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients’ Active Diagnoses and Problems from Electronic Health Record Progress Notes ACL 2023 Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023 Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification IJCAI 2022 Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs AAAI 2022 Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction IJCAI 2022 Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NeurIPS 2022 Development and Validation of ML-DQA – a Machine Learning Data Quality Assurance Framework for Healthcare MLHC 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 EHR Safari: Data is Contextual MLHC 2022 EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NeurIPS 2022 Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022 Flexible-Window Predictions on Electronic Health Records AAAI 2022 Generation of Patient After-Visit Summaries to Support Physicians COLING 2022 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022 Learning of Cluster-based Feature Importance for Electronic Health Record Time-series ICML 2022 Learning to Ask Like a Physician NAACL 2022 MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022