Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

BACKGROUND: Timely referral for advanced therapies (i.e., heart transplantation, left ventricular assist device) is critical for ensuring optimal outcomes for heart failure patients. Using electronic health records, our goal was to use data from a single hospitalization to develop an interpretable c...

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Detalles Bibliográficos
Autores principales: Zhang, Yufeng, Aaronson, Keith D., Gryak, Jonathan, Wittrup, Emily, Minoccheri, Cristian, Golbus, Jessica R., Najarian, Kayvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684094/
https://www.ncbi.nlm.nih.gov/pubmed/38015947
http://dx.doi.org/10.1371/journal.pone.0295016

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684094/
https://www.ncbi.nlm.nih.gov/pubmed/38015947
http://dx.doi.org/10.1371/journal.pone.0295016

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