Combining Fourier and lagged k-nearest neighbor imputation for biomedical time series data.

Rahman, Shah Atiqur; Huang, Yuxiao; Claassen, Jan; Heintzman, Nathaniel; Kleinberg, Samantha

Rahman, Shah Atiqur; Huang, Yuxiao; Claassen, Jan; Heintzman, Nathaniel; Kleinberg, Samantha.

Afiliação

Rahman SA; Department of Computer Science, Stevens Institute of Technology, NJ, United States. Electronic address: srahman1@stevens.edu.
Huang Y; Department of Computer Science, Stevens Institute of Technology, NJ, United States. Electronic address: yhuang23@stevens.edu.
Claassen J; Division of Critical Care Neurology, Department of Neurology, Columbia University, College of Physicians and Surgeons, New York, NY, United States. Electronic address: jc1439@cumc.columbia.edu.
Heintzman N; Dexcom Inc., San Diego, CA, United States. Electronic address: nheintzman@Dexcom.com.
Kleinberg S; Department of Computer Science, Stevens Institute of Technology, NJ, United States. Electronic address: skleinbe@stevens.edu.

J Biomed Inform ; 58: 198-207, 2015 Dec.

Article em En | MEDLINE | ID: mdl-26477633

Assuntos

Análise de Fourier; Modelos Teóricos

Palavras-chave

Biomedical data; Imputation; Missing data; Time series

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Análise de Fourier Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2015 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google