Machine learning to differentiate diseased cardiomyocytes from healthy

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

doi:10.1016/j.imu.2019.01.006

Machine learning to differentiate diseased cardiomyocytes from healthy

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

Research output: Contribution to journal › Article › Scientific › peer-review

8 Citations (Scopus)

Original language	English
Pages (from-to)	15-22
Journal	Informatics in Medicine Unlocked
Volume	14
DOIs	https://doi.org/10.1016/j.imu.2019.01.006
Publication status	Published - 2019
Publication type	A1 Journal article-refereed

Keywords

Calcium transient profiles
Kalsiumtransienttiprofiilit
genetic cardiac diseases
koneoppiminen
machine learning
perinnölliset sydäntaudit

Publication forum classification

Publication forum level 0

Access to Document

10.1016/j.imu.2019.01.006

http://urn.fi/URN:NBN:fi:tuni-201904261549

Cite this

@article{67bcaa7451a348cca7ec5fd325c2add2,

title = "Machine learning to differentiate diseased cardiomyocytes from healthy",

keywords = "Calcium transient profiles, Kalsiumtransienttiprofiilit, genetic cardiac diseases, koneoppiminen, machine learning, perinn{\"o}lliset syd{\"a}ntaudit, Calcium transient profiles, Kalsiumtransienttiprofiilit, genetic cardiac diseases, koneoppiminen, machine learning, perinn{\"o}lliset syd{\"a}ntaudit",

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

year = "2019",

doi = "10.1016/j.imu.2019.01.006",

language = "English",

volume = "14",

pages = "15--22",

}

TY - JOUR

T1 - Machine learning to differentiate diseased cardiomyocytes from healthy

AU - Juhola, Martti

AU - Joutsijoki, Henry

AU - Penttinen, Kirsi

AU - Aalto-Setälä, Katriina

PY - 2019

Y1 - 2019

KW - Calcium transient profiles

KW - Kalsiumtransienttiprofiilit

KW - genetic cardiac diseases

KW - koneoppiminen

KW - machine learning

KW - perinnölliset sydäntaudit

KW - Calcium transient profiles

KW - Kalsiumtransienttiprofiilit

KW - genetic cardiac diseases

KW - koneoppiminen

KW - machine learning

KW - perinnölliset sydäntaudit

U2 - 10.1016/j.imu.2019.01.006

DO - 10.1016/j.imu.2019.01.006

M3 - Article

SN - 2352-9148

VL - 14

SP - 15

EP - 22

JO - Informatics in Medicine Unlocked

JF - Informatics in Medicine Unlocked

ER -