NDLI: Collection of pediatric ECG data for testing detection algorithms in Automated External Defibrillators

Content Provider	IEEE Xplore Digital Library
Author	Radon, P. von Wagner, G. Kraft, N. Steinhoff, U.
Copyright Year	2012
Description	Author affiliation: Metrax GmbH, Rottweil, Germany (von Wagner, G.; Kraft, N.) \|\| Physikalisch-Technische Bundesanstalt, Berlin, Germany (Radon, P.; Steinhoff, U.)
Abstract	Arrhythmia detection algorithms in Automated External Defibrillators (AEDs) need a special approval for use in children aged 0–8 years. Our aim is to establish a pediatric ECG reference dataset with rhythm annotations for the assessment of arrhythmia detection algorithms of AEDs. The database will consist of a training dataset with a public interface for end-users to optimize their algorithms and an independent validation data set that remains hidden. Currently we collected and analyzed 534 pediatric ECGs with non-shockable heart rhythms. We characterized the signal automatically by estimating noise level, power line interferences and movement artifacts. Also RR intervals and extrasystoles are automatically annotated. In combination with additional clinical annotations the pediatric ECG dataset provides an instrument for the development and assessment of AED algorithms for arrhythmia detection in children.
Starting Page	773
Ending Page	776
File Size	429487
Page Count	4
File Format	PDF
ISBN	9781467320764
ISSN	2325887X
e-ISBN	9781467320771
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-09-09
Publisher Place	Poland
Access Restriction	Subscribed
Rights Holder	Creative Commons Attribution License 2.5 (CCAL)
Subject Keyword	Electrocardiography Databases Pediatrics Rhythm Detection algorithms Noise Guidelines
Content Type	Text
Resource Type	Article
Subject	Computer Science Cardiology and Cardiovascular Medicine

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
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