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Prediction of stenosis behaviour in artery by neural network and multiple linear regressions

Prediction of stenosis behaviour in artery by neural network and multiple linear regressions

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2350900776

Prediction of stenosis behaviour in artery by neural network and multiple linear regressions

About this item

Full title

Prediction of stenosis behaviour in artery by neural network and multiple linear regressions

Publisher

Berlin/Heidelberg: Springer Berlin Heidelberg

Journal title

Biomechanics and modeling in mechanobiology, 2020-10, Vol.19 (5), p.1697-1711

Language

English

Formats

Publication information

Publisher

Berlin/Heidelberg: Springer Berlin Heidelberg

More information

Scope and Contents

Contents

Blood flow analysis in the artery is a paramount study in the field of arterial stenosis evaluation. Studies conducted so far have reported the analysis of blood flow parameters using different techniques, but the regression analysis is not adequately used. Artificial neural network is a nonlinear and nonparametric approach. It uses back-propagatio...

Alternative Titles

Full title

Prediction of stenosis behaviour in artery by neural network and multiple linear regressions

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_2350900776

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_2350900776

Other Identifiers

ISSN

1617-7959

E-ISSN

1617-7940

DOI

10.1007/s10237-020-01300-z

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