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

Cole Pavelchek; Andrew P. Michelson; Amit Walia; Amanda Ortmann; Jacques Herzog; Craig A. Buchman; Matthew A. Shew

doi:10.1371/journal.pone.0281337

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Open Access

Peer-reviewed

Research Article

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

Cole Pavelchek,

Roles Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America

https://orcid.org/0000-0001-9249-6637

⨯
Andrew P. Michelson,

Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

Affiliations Institute for Informatics, Washington University School of Medicine, St. Louis, Missouri, United States of America, Department of Pulmonary Critical Care, Washington University School of Medicine, St. Louis, Missouri, United States of America

https://orcid.org/0000-0001-8112-9516

⨯
Amit Walia,

Roles Conceptualization, Data curation, Writing – review & editing

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America
⨯
Amanda Ortmann,

Roles Conceptualization, Data curation, Formal analysis, Writing – review & editing

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America
⨯
Jacques Herzog,

Roles Conceptualization, Resources, Writing – review & editing

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America
⨯
Craig A. Buchman,

Roles Conceptualization, Data curation, Funding acquisition, Resources, Writing – review & editing

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America
⨯
Matthew A. Shew

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

* E-mail: mshew@wustl.edu

Affiliation Department of Otolaryngology Head and Neck Surgery, Washington University School of Medicine, St. Louis, Missouri, United States of America

https://orcid.org/0000-0002-7971-377X

⨯

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

Cole Pavelchek,
Andrew P. Michelson,
Amit Walia,
Amanda Ortmann,
Jacques Herzog,
Craig A. Buchman,
Matthew A. Shew

Published: February 6, 2023
https://doi.org/10.1371/journal.pone.0281337

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