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Multiscale Cohort Modeling of Atrial Electrophysiology
- Publication Year :
- 2023
- Publisher :
- KIT Scientific Publishing, 2023.
-
Abstract
- 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.
- Subjects :
- Electrophysiologische Modellierung und Simulation
Elektrokardiogramm
Maschinelles Lernen
Vorhofflimmern
Statistisches Shape Modell
electrophysiological modeling and simulation
electrocardiogram
machine learning
atrial fibrillation
statistical shape model
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TH Energy technology and engineering::THR Electrical engineering
Subjects
Details
- Language :
- English
- Database :
- OAPEN Library
- Publication Type :
- eBook
- Accession number :
- edsoap.20.500.12657.62899
- Document Type :
- book
- Full Text :
- https://doi.org/10.5445/KSP/1000155927