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

• Tác giả: Claudia Nagel
• Ngôn ngữ: eng
• ISBN: KSP/1000155927
• Thông tin xuất bản: KIT Scientific Publishing 2023
• Mô tả vật lý: 1 electronic resource (280 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 345004
• Chủ đề: 1. Electrical engineering

Tóm tắt

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.