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@article{1849262,
author = {Stračina, Tibor and Marina, Ronzhina and Ředina, Richard and Nováková, Marie},
article_location = {Lausanne},
article_number = {April 2022},
doi = {http://dx.doi.org/10.3389/fphys.2022.867033},
keywords = {electrocardiogram; ECG recording; animal model; deep learning; ECG analysis; artificial intelligence; isolated heart; arrhythmia classification},
language = {eng},
issn = {1664-042X},
journal = {Frontiers in Physiology},
title = {Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context},
url = {https://www.frontiersin.org/articles/10.3389/fphys.2022.867033/full},
volume = {13},
year = {2022}
}
TY - JOUR
ID - 1849262
AU - Stračina, Tibor - Marina, Ronzhina - Ředina, Richard - Nováková, Marie
PY - 2022
TI - Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context
JF - Frontiers in Physiology
VL - 13
IS - April 2022
SP - 1-20
EP - 1-20
PB - Frontiers
SN - 1664042X
KW - electrocardiogram
KW - ECG recording
KW - animal model
KW - deep learning
KW - ECG analysis
KW - artificial intelligence
KW - isolated heart
KW - arrhythmia classification
UR - https://www.frontiersin.org/articles/10.3389/fphys.2022.867033/full
N2 - Cardiovascular system and its functions under both physiological and pathophysiological conditions have been studied for centuries. One of the most important steps in the cardiovascular research was the possibility to record cardiac electrical activity. Since then, numerous modifications and improvements have been introduced; however, an electrocardiogram still represents a golden standard in this field. This paper overviews possibilities of ECG recordings in research and clinical practice, deals with advantages and disadvantages of various approaches, and summarizes possibilities of advanced data analysis. Special emphasis is given to state-of-the-art deep learning techniques intensely expanded in a wide range of clinical applications and offering promising prospects in experimental branches. Since, according to the World Health Organization, cardiovascular diseases are the main cause of death worldwide, studying electrical activity of the heart is still of high importance for both experimental and clinical cardiology.
ER -
STRAČINA, Tibor, Ronzhina MARINA, Richard ŘEDINA and Marie NOVÁKOVÁ. Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context. \textit{Frontiers in Physiology}. Lausanne: Frontiers, 2022, vol.~13, April 2022, p.~1-20. ISSN~1664-042X. Available from: https://dx.doi.org/10.3389/fphys.2022.867033.
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