Supervised Text Classification System Detects Fontan Patients in Electronic Records With Higher Accuracy Than ICD Codes

Supervised Text Classification System Detects Fontan Patients in Electronic Records With Higher Accuracy Than ICD Codes

Background The Fontan operation is associated with significant morbidity and premature mortality. Fontan cases cannot always be identified by International Classification of Diseases (ICD) codes, making it challenging to create large Fontan patient cohorts. We sought to develop natural language proc...

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Bibliographic Details
Main Authors: Yuting Guo, Mohammed A. Al‐Garadi, Wendy M. Book, Lindsey C. Ivey, Fred H. Rodriguez, Cheryl L. Raskind‐Hood, Chad Robichaux, Abeed Sarker
Format: Article
Language:English
Published: Wiley 2023-07-01
Series:Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease
Subjects:
congenital heart disease
Fontan
natural language processing
single ventricle
Online Access:https://www.ahajournals.org/doi/10.1161/JAHA.123.030046

Internet

https://www.ahajournals.org/doi/10.1161/JAHA.123.030046

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