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

DOWNLOAD EBOOK

An early detection and diagnosis of atrial fibrillation sets the course for timely intervention to prevent potentially occurring comorbidities. Electrocardiogra
Photoplethysmography
Language: en
Pages: 508
Authors: Panicos A. Kyriacou
Categories: Technology & Engineering
Type: BOOK - Published: 2021-11-03 - Publisher: Academic Press

DOWNLOAD EBOOK

Photoplethysmography: Technology, Signal Analysis, and Applications is the first comprehensive volume on the theory, principles, and technology (sensors and ele
Electrocardiographic Imaging
Language: en
Pages: 178
Authors: Maria S. Guillem
Categories:
Type: BOOK - Published: 2020-04-17 - Publisher: Frontiers Media SA

DOWNLOAD EBOOK

Electrical activity in the myocardium coordinates the contraction of the heart, and its knowledge could lead to a better understanding, diagnosis, and treatment
Annual Update in Intensive Care and Emergency Medicine 2016
Language: en
Pages: 0
Authors: Jean-Louis Vincent
Categories: Medical
Type: BOOK - Published: 2016-02-24 - Publisher: Springer

DOWNLOAD EBOOK

The Annual Update compiles the most recent developments in experimental and clinical research and practice in one comprehensive reference book. The chapters are
Modeling and Simulating Cardiac Electrical Activity
Language: en
Pages: 0
Authors: David J. Christini
Categories: Electrocardiography
Type: BOOK - Published: 2020 - Publisher:

DOWNLOAD 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