Abstract 11: Development and Comparison of Two Natural Language Processing Methods for Identifying Bleeding Events in Clinical Text [Session Title: Poster Session Reception: Young Investigator Award Semi-Finalists]

Discussion: A RB NLP approach, compared to ML, has the best overall performance in independently identifying bleeding events among critically ill patients. The current models have high NPV, so could be used to reduce the chart review burden.

Source: Circulation: Cardiovascular Quality and Outcomes - April 5, 2018 Category: Cardiology Authors: Taggart, M., Chapman, W. W., Steinberg, B. A., Ruckel, S., Pregenzer-Wenzler, A., Du, Y., Ferraro, J., Bucher, B. T., Lloyd-Jones, D. M., Rondina, M. T., Shah, R. U. Tags: Session Title: Poster Session Reception: Young Investigator Award Semi-Finalists Source Type: research