Non-invasive Hemoglobin Measurement Predictive Analytics with Missing Data and Accuracy Improvement Using Gaussian Process and Functional Regression Model.

Recent use of noninvasive and continuous hemoglobin (SpHb) concentration monitor has emerged as an alternative to invasive laboratory-based hematological analysis. Unlike delayed laboratory based measures of hemoglobin (HgB), SpHb monitors can provide real-time information about the HgB levels. Real...

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Detalles Bibliográficos
Publicado en:Journal of Medical Systems Vol. 46; no. 11; pp. 1 - 11
Autores principales: Man, Jianing, Zielinski, Martin D., Das, Devashish, Sir, Mustafa Y., Wutthisirisart, Phichet, Camazine, Maraya, Pasupathy, Kalyan S.
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Nov2022
Acceso en línea:Ver este registro en EBSCOhost