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