Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms

Released on by Nagel, Claudia
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  • Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms Book Detail

  • Author : Nagel, Claudia
  • Release Date : 2023-04-24
  • Publisher : KIT Scientific Publishing
  • Genre :
  • Pages : 280
  • ISBN 13 : 3731512815
  • File Size : 48,48 MB
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Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms by Nagel, Claudia PDF Summary

Book Description: An early detection and diagnosis of atrial fibrillation sets the course for timely intervention to prevent potentially occurring comorbidities. Electrocardiogram data resulting from electrophysiological cohort modeling and simulation can be a valuable data resource for improving automated atrial fibrillation risk stratification with machine learning techniques and thus, reduces the risk of stroke in affected patients.

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Electrocardiographic Imaging

Electrocardiographic Imaging

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Electrical activity in the myocardium coordinates the contraction of the heart, and its knowledge could lead to a better understanding, diagnosis, and treatment