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Clinical Pharmacology | Infectious Diseases | Pharmacology PK-RNN-V E: A Deep Learning Model Approach to Vancomycin Therapeutic Drug Monitoring Using Electronic Health Record Data. August 19, 2022
Health Informatics | Machine Learning in Healthcare Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction. May 21, 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 | Medical Data Science Time-sensitive clinical concept embeddings learned from large electronic health records. May 12, 2019
Cardiology | Health Informatics | Predictive Medicine A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set. November 14, 2018