Detail publikace

Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context

STRAČINA, T. RONZHINA, M. ŘEDINA, R. NOVÁKOVÁ, M.

Originální název

Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

electrocardiogram; ECG recording; animal model; deep learning; ECG analysis; artificial intelligence; isolated heart; arrhythmia classification

Autoři

STRAČINA, T.; RONZHINA, M.; ŘEDINA, R.; NOVÁKOVÁ, M.

Vydáno

25. 4. 2022

Nakladatel

Frontiers Media

Místo

LAUSANNE

ISSN

1664-042X

Periodikum

Frontiers in Physiology

Ročník

13

Číslo

1

Stát

Švýcarská konfederace

Strany od

1

Strany do

20

Strany počet

20

URL

https://www.frontiersin.org/articles/10.3389/fphys.2022.867033/full

Plný text v Digitální knihovně

http://hdl.handle.net/11012/208145

BibTex

@article{BUT178297,
  author="Tibor {Stračina} and Marina {Filipenská} and Richard {Ředina} and Marie {Nováková}",
  title="Golden Standard or Obsolete Method? Review of ECG Applications in Clinical and Experimental Context",
  journal="Frontiers in Physiology",
  year="2022",
  volume="13",
  number="1",
  pages="1--20",
  doi="10.3389/fphys.2022.867033",
  issn="1664-042X",
  url="https://www.frontiersin.org/articles/10.3389/fphys.2022.867033/full"
}