DocumentCode :
3428447
Title :
Computer aided ECG analysis — State of the art and upcoming challenges
Author :
Velic, Marko ; Padavic, Ivan ; Car, Stjepan
Author_Institution :
Univ. Comput. Centre, Univ. of Zagreb, Zagreb, Croatia
fYear :
2013
fDate :
1-4 July 2013
Firstpage :
1778
Lastpage :
1784
Abstract :
In this paper we present current achievements in computer aided ECG analysis and their applicability in real world medical diagnosis process. Most of the current work is covering problems of removing noise, detecting heartbeats and rhythm-based analysis. There are some advancements in particular ECG segments detection and beat classifications but with limited evaluations and without clinical approvals. This paper presents state of the art advancements in those areas till present day. Besides this short computer science and signal processing literature review, paper covers future challenges regarding the ECG signal morphology analysis deriving from the medical literature review. Paper is concluded with identified gaps in current advancements and testing, upcoming challenges for future research and a bullseye test is suggested for morphology analysis evaluation.
Keywords :
electrocardiography; medical signal processing; signal classification; ECG signal morphology analysis; computer aided ECG analysis; medical diagnosis process; rhythm-based analysis; Algorithm design and analysis; Electrocardiography; Heart rate variability; Morphology; Shape; Testing; ECG; QRS; analysis; arrhythmia; heart; morphology; testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
EUROCON, 2013 IEEE
Conference_Location :
Zagreb
Print_ISBN :
978-1-4673-2230-0
Type :
conf
DOI :
10.1109/EUROCON.2013.6625218
Filename :
6625218
Link To Document :
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