Extracting Signs and Symptoms of Hypertensive Disorders in Pregnancy from Clinical Notes Using Natural Language Processing.

Purpose: Hypertensive disorders in pregnancy (HDP) affect 16% of births in the United States. In this pilot study, we conducted a preliminary evaluation of natural language processing (NLP) in extracting signs and symptoms (SS) of HDP from clinical notes within electronic health records (EHRs). Meth...

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Bibliographic Details

Published in:	Maternal & Child Health Journal Vol. 30; no. 6; pp. 809 - 820
Main Authors:	Scroggins, Jihye Kim, Zhang, Zhihong, Hulchafo, Ismael I., Topaz, Maxim, Barcelona, Veronica
Format:	research tables/charts Journal Article
Published:	Springer Nature Jun2026
Online Access:	View this record in EBSCOhost