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

Tutkimustuotos: Artikkeli › Scientific › vertaisarvioitu

4 Lataukset (Pure)

Alkuperäiskieli	Englanti
Artikkeli	106367
Julkaisu	Computer Methods and Programs in Biomedicine
Vuosikerta	210
DOI - pysyväislinkit	https://doi.org/10.1016/j.cmpb.2021.106367
Tila	Julkaistu - 2021
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

10.1016/j.cmpb.2021.106367

1-s2.0-S0169260721004417-main
CC BY
Final published version, 2,2 MBLisenssi: CC BY

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

Siteeraa tätä

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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}",

year = "2021",

doi = "10.1016/j.cmpb.2021.106367",

language = "English",

volume = "210",

journal = "Computer Methods and Programs in Biomedicine",

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TY - JOUR

T1 - On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes

AU - Juhola, Martti

AU - Joutsijoki, Henry

AU - Penttinen, Kirsi

AU - Shah, Disheet

AU - Aalto-Setälä, Katriina

PY - 2021

Y1 - 2021

KW - Genetic cardiac diseases

KW - induced pluripotent stem cells

KW - cardiomyocytes

KW - Transient profiles

KW - Machine learning

KW - Classification

KW - Leave-one-out

KW - K-fold cross-validation

U2 - 10.1016/j.cmpb.2021.106367

DO - 10.1016/j.cmpb.2021.106367

M3 - Article

SN - 0169-2607

VL - 210

JO - Computer Methods and Programs in Biomedicine

JF - Computer Methods and Programs in Biomedicine

M1 - 106367

ER -