Partial Least Squares Regression: A Valuable Method for Modeling Molecular Behavior in Hemodialysis

The aim of this work was to use the Partial Least Squares Regression (PLS) technique to fit simple models for the interpretation of an underlying complex process. In this study, the technique was used to build a statistical model for molecular kinetic data obtained from hemodialyzed patients. By usi...

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Bibliographic Details
Published in:	Annals of biomedical engineering Vol. 36; no. 7; pp. 1305 - 1313
Main Authors:	Fernández, E.A., Valtuille, R., Willshaw, P., Balzarini, M.
Format:	Journal Article
Language:	English
Published:	Boston Springer US 01-07-2008 Springer Nature B.V
Subjects:	Biochemistry Biological and Medical Physics Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Biophysics Classical Mechanics Computer Simulation Data Interpretation, Statistical Dialysis Humans Kidney - blood supply Kidney - physiopathology Least-Squares Analysis Models, Biological Regression Analysis Renal Circulation - physiology Renal Dialysis - methods Statistical models Therapy, Computer-Assisted - methods Urea Hemodialysis adequacy Statistical modeling Equilibrated urea Kinetic modeling
Online Access:	Get full text
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