Healthcare | Informatics Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. May 13, 2023
Critical Care | Health Informatics | Surgery Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System. January 17, 2023
Clinical Informatics | Critical Care Medicine Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks. November 28, 2022
Medical Informatics | Pain Medicine Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning-Based Text Generation. April 6, 2020
Machine Learning | Patient Safety | Surgery Opportunities for machine learning to improve surgical ward safety. March 4, 2020
Pain Management | Pain Research Primer on machine learning: utilization of large data set analyses to individualize pain management. August 13, 2019
Critical Care Medicine | Intensive Care Unit (ICU) Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning. May 30, 2019