Developing a random forest algorithm to identify patent foramen ovale and atrial septal defects in Ontario administrative databases.

Purpose: Routinely collected administrative data is widely used for population-based research. However, although clinically very different, atrial septal defects (ASD) and patent foramen ovale (PFO) share a single diagnostic code (ICD-9: 745.5, ICD-10: Q21.1). Using machine-learning based approaches...

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Detalles Bibliográficos
Publicado en:BMC Medical Informatics & Decision Making Vol. 22; no. 1; pp. 1 - 10
Autores principales: Oliva, Laura, Horlick, Eric, Wang, Bo, Huszti, Ella, Hall, Ruth, Abrahamyan, Lusine
Formato: research Journal Article
Publicado: BioMed Central 4/6/2022
Acceso en línea:Ver este registro en EBSCOhost