Cardiology | Health Informatics A Regularized Deep Learning Approach for Clinical Risk Prediction of Acute Coronary Syndrome Using Electronic Health Records. March 6, 2019
Endocrinology | Internal Medicine | Machine Learning Discovering the Type 2 Diabetes in Electronic Health Records using the Sparse Balanced Support Vector Machine. February 14, 2019
Biomedical Informatics | Clinical Decision Support Natural language generation for electronic health records. January 31, 2019
Clinical Informatics | Healthcare IT | Natural Language Processing Clinical Named Entity Recognition From Chinese Electronic Health Records via Machine Learning Methods. January 29, 2019
Data Science | Machine Learning | Natural Language Processing | Pharmacovigilance Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning. January 8, 2019
Clinical Decision Making | Clinical Research Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records. December 2, 2018
Cardiology | Internal Medicine Readmission prediction via deep contextual embedding of clinical concepts. December 2, 2018
Cardiology Using neural attention networks to detect adverse medical events from electronic health records. November 17, 2018
Data Science | Health Informatics | Machine Learning Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review. November 14, 2018
Biomedical Informatics | Critical Care Medicine Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database. September 6, 2018