Computer Aided ECG Analysis - State of the Art and Upcoming Challenges (CROSBI ID 603394)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Velić, Marko ; Padavić, Ivan ; Car, Siniša
engleski
Computer Aided ECG Analysis - State of the Art and Upcoming Challenges
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 bull's eye test is suggested for morphology analysis evaluation.
ECG; heart; analysis; QRS; morphology; arrhythmia; testing
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Podaci o prilogu
2013.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the IEEE Region 8 Conference EuroCon 2013
Podaci o skupu
IEEE Region 8 Conference EUROCON 2013
predavanje
01.07.2013-04.07.2013
Zagreb, Hrvatska
Povezanost rada
Računarstvo, Kliničke medicinske znanosti, Informacijske i komunikacijske znanosti