Clinical Informatics | Healthcare Research COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. March 6, 2021
Medical Informatics | Pharmacovigilance Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning. March 1, 2021
Biomedical Informatics | Health Informatics | Informatics Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. September 15, 2020
Artificial Intelligence | Internal Medicine | Pulmonology Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study. August 3, 2020
Clinical Informatics | Natural Language Processing Relation Extraction from Clinical Narratives Using Pre-trained Language Models. April 20, 2020
Clinical NLP | Internal Medicine | Neurology Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text. December 5, 2019
Medical Informatics Deep learning in clinical natural language processing: a methodical review. December 3, 2019
Clinical Text Analysis | Medical Informatics | Natural Language Processing Extracting entities with attributes in clinical text via joint deep learning. September 24, 2019
Clinical Pharmacology | Medical Informatics | Natural Language Processing A study of deep learning approaches for medication and adverse drug event extraction from clinical text. May 28, 2019
Oncology | Radiology Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches. May 23, 2019
Clinical Informatics | Medical Data Science Time-sensitive clinical concept embeddings learned from large electronic health records. May 12, 2019