Imputation of missing values for cochlear implant candidate audiometric data and potential applications

OBJECTIVE: Assess the real-world performance of popular imputation algorithms on cochlear implant (CI) candidate audiometric data. METHODS: 7,451 audiograms from patients undergoing CI candidacy evaluation were pooled from 32 institutions with complete case analysis yielding 1,304 audiograms. Imputa...

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Detalles Bibliográficos
Autores principales: Pavelchek, Cole, Michelson, Andrew P., Walia, Amit, Ortmann, Amanda, Herzog, Jacques, Buchman, Craig A., Shew, Matthew A.
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/PMC9901781/
https://www.ncbi.nlm.nih.gov/pubmed/36745652
http://dx.doi.org/10.1371/journal.pone.0281337

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9901781/
https://www.ncbi.nlm.nih.gov/pubmed/36745652
http://dx.doi.org/10.1371/journal.pone.0281337

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