On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes

Martti Juhola; Henry Joutsijoki; Kirsi Penttinen; Disheet Shah; Katriina Aalto-Setälä

doi:10.1016/j.cmpb.2021.106367

On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä

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Original language	English
Article number	106367
Journal	Computer Methods and Programs in Biomedicine
Volume	210
DOIs	https://doi.org/10.1016/j.cmpb.2021.106367
Publication status	Published - 2021
Publication type	A1 Journal article-refereed

Keywords

Genetic cardiac diseases
induced pluripotent stem cells
cardiomyocytes
Transient profiles
Machine learning
Classification
Leave-one-out
K-fold cross-validation

Publication forum classification

Publication forum level 1

Access to Document

10.1016/j.cmpb.2021.106367

1-s2.0-S0169260721004417-main
CC BY
Final published version, 2.2 MBLicence: CC BY

http://urn.fi/URN:NBN:fi:tuni-202109036942Licence: CC BY

Cite this

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title = "On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes",

keywords = "Genetic cardiac diseases, induced pluripotent stem cells, cardiomyocytes, Transient profiles, Machine learning, Classification, Leave-one-out, K-fold cross-validation",

author = "Martti Juhola and Henry Joutsijoki and Kirsi Penttinen and Disheet Shah and Katriina Aalto-Set{\"a}l{\"a}",

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AU - Joutsijoki, Henry

AU - Penttinen, Kirsi

AU - Shah, Disheet

AU - Aalto-Setälä, Katriina

PY - 2021

Y1 - 2021

KW - Genetic cardiac diseases

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KW - cardiomyocytes

KW - Transient profiles

KW - Machine learning

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KW - Leave-one-out

KW - K-fold cross-validation

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DO - 10.1016/j.cmpb.2021.106367

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