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Genetic algorithm-based personalized models of human cardiac action potential

Genetic algorithm-based personalized models of human cardiac action potential

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2401057663

Genetic algorithm-based personalized models of human cardiac action potential

About this item

Full title

Genetic algorithm-based personalized models of human cardiac action potential

Publisher

United States: Public Library of Science

Journal title

PloS one, 2020-05, Vol.15 (5), p.e0231695-e0231695

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

We present a novel modification of genetic algorithm (GA) which determines personalized parameters of cardiomyocyte electrophysiology model based on set of experimental human action potential (AP) recorded at different heart rates. In order to find the steady state solution, the optimized algorithm performs simultaneous search in the parametric and...

Alternative Titles

Full title

Genetic algorithm-based personalized models of human cardiac action potential

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_2401057663

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2401057663

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0231695

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