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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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