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

Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms
Author :
Publisher : KIT Scientific Publishing
Total Pages : 280
Release :
ISBN-10 : 9783731512813
ISBN-13 : 3731512815
Rating : 4/5 (815 Downloads)

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

Download or read book Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms written by Nagel, Claudia and published by KIT Scientific Publishing. This book was released on 2023-04-24 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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

Multiscale Cohort Modeling of Atrial Electrophysiology : Risk Stratification for Atrial Fibrillation through Machine Learning on Electrocardiograms
Language: en
Pages: 280
Authors: Nagel, Claudia
Categories:
Type: BOOK - Published: 2023-04-24 - Publisher: KIT Scientific Publishing

GET EBOOK

An early detection and diagnosis of atrial fibrillation sets the course for timely intervention to prevent potentially occurring comorbidities. Electrocardiogra
Arab Manpower (RLE Economy of Middle East)
Language: en
Pages: 354
Authors: J.S. Birks
Categories: History
Type: BOOK - Published: 2020-07-26 - Publisher: Routledge

GET EBOOK

The Arab world increasingly falls into two divisions, the capital-poor and the capital-rich countries (where capital means, in essence, oil). In the capital-ric
Modeling and Simulating Cardiac Electrical Activity
Language: en
Pages: 0
Authors: David J. Christini
Categories: Electrocardiography
Type: BOOK - Published: 2020 - Publisher:

GET EBOOK

This book provides a thorough introduction to the topic of mathematical modeling of electrical activity in the heart, from molecular details of ionic channel dy
Cardiac Repolarization
Language: en
Pages: 549
Authors: Ihor Gussak
Categories: Medical
Type: BOOK - Published: 2003-03-13 - Publisher: Springer Science & Business Media

GET EBOOK

A comprehensive review of all the latest developments in cardiac electrophysiology, focusing on both the clinical and experimental aspects of ventricular repola
2016 6th International Conference on IT Convergence and Security (ICITCS)
Language: en
Pages:
Authors: IEEE Staff
Categories:
Type: BOOK - Published: 2016-09-26 - Publisher:

GET EBOOK

The goal of ICITCS s 6th International Conference is to bring researchers from academia and practitioners from on IT Convergence and Security ICITCS 2016 is the