Evaluation of a Machine Learning-Based Dysphagia Prediction Tool in Clinical Routine: A Prospective Observational Cohort Study

Based on a large number of pre-existing documented electronic health records (EHR), we developed a machine learning (ML) algorithm for detection of dysphagia and aspiration pneumonia. The aim of our study was to prospectively apply this algorithm in two large patient cohorts. The tool was integrated...

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Detalles Bibliográficos
Autores principales: Jauk, Stefanie, Kramer, Diether, Veeranki, Sai Pavan Kumar, Siml-Fraissler, Angelika, Lenz-Waldbauer, Angelika, Tax, Ewald, Leodolter, Werner, Gugatschka, Markus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831015/
https://www.ncbi.nlm.nih.gov/pubmed/36625964
http://dx.doi.org/10.1007/s00455-022-10548-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831015/
https://www.ncbi.nlm.nih.gov/pubmed/36625964
http://dx.doi.org/10.1007/s00455-022-10548-9

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