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 pro...

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Detalles Bibliográficos
Autores principales: Guo, Yuting, Al‐Garadi, Mohammed A., Book, Wendy M., Ivey, Lindsey C., Rodriguez, Fred H., Raskind‐Hood, Cheryl L., Robichaux, Chad, Sarker, Abeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356083/
https://www.ncbi.nlm.nih.gov/pubmed/37345821
http://dx.doi.org/10.1161/JAHA.123.030046

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10356083/
https://www.ncbi.nlm.nih.gov/pubmed/37345821
http://dx.doi.org/10.1161/JAHA.123.030046

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