Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm – support vector regression model

•GA-SVR models for estimation of refractive index of oxygenated and deoxygenated hemoglobin is presented.•The proposed models are characterized by over 99.8% correlation coefficients.•The GA-SVR models exhibit a high degree of prediction accuracies. The refractive index of hemoglobin plays important...

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Bibliographic Details

Published in:	Computer methods and programs in biomedicine Vol. 163; pp. 135 - 142
Main Authors:	Alade, Ibrahim Olanrewaju, Bagudu, Aliyu, Oyehan, Tajudeen A., Rahman, Mohd Amiruddin Abd, Saleh, Tawfik A., Olatunji, Sunday Olusanya
Format:	Journal Article
Language:	English
Published:	Ireland Elsevier B.V 01.09.2018
Subjects:	Genetic Algorithm Hemoglobin Refractive index Support Vector Regression Hemoglobin Refractive index Genetic Algorithm Support Vector Regression
ISSN:	0169-2607, 1872-7565, 1872-7565
Online Access:	Get full text
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