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

Man, JN; Zielinski, MD; Das, D; Sir, MY; Wutthisirisart, P; Camazine, M; Pasupathy, KS

Man, JN (通讯作者)，Beijing Inst Technol, Inst Ind & Intelligent Syst Engn, Sch Mech Engn, Beijing, Peoples R China.;Man, JN; Pasupathy, KS (通讯作者)，Mayo Clin, Robert D & Patricia E Kern Ctr Sci Hlth Care Deli, Rochester, MN 55905 USA.;Pasupathy, KS (通讯作者)，Univ Illinois, Dept Biomed & Hlth Informat Sci, Chicago, IL 60607 USA.

JOURNAL OF MEDICAL SYSTEMS, 2022; 46 (11):

Abstract

Recent use of noninvasive and continuous hemoglobin (SpHb) concentration monitor has emerged as an alternative to invasive laboratory-based hematologi......

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