A method to measure data complexity of a complicated medical data set

Author:

Juhola Martti1ORCID,Joutsijoki Henry1,Penttinen Kirsi2,Shah Disheet3,Aalto‐Setälä Katriina24

Affiliation:

1. Faculty of Information Technology and Communication Sciences Tampere University Tampere Finland

2. Faculty of Medicine and Health Technology Tampere University Tampere Finland

3. Department of Pharmacology Northwestern University Chicago Illinois USA

4. Heart Center Tampere University Hospital Tampere Finland

Funder

Academy of Finland

Publisher

Wiley

Subject

Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Software,Electronic, Optical and Magnetic Materials

Reference22 articles.

1. Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes

2. Detection of genetic cardiac diseases by Ca2+ transient profiles using machine learning methods

3. Differentiation of genetic cardiac diseases on the basis of artificial intelligence;Juhola M;Eur J Biomed Inform,2019

4. Distinct electrophysiological and mechanical beating phenotypes of long QT syndrome type 1‐specific cardiomyocytes carrying different mutations;Kiviaho AL;Int J Cardiol Heart Vasc,2015

5. Low extracellular potassium prolongs repolarization and evokes early afterdepolarization in human induced pluripotent stem cell-derived cardiomyocytes

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