Title :
ECG quality assessment for patient empowerment in mHealth applications
Author :
Hayn, Dieter ; Jammerbund, Bernhard ; Schreier, Günter
Author_Institution :
AIT Austrian Inst. of Technol. GmbH, Graz, Austria
Abstract :
State-of-the-art mobile ECG recorders are usually not intended to be used by untrained personnel or by patients themselves. For that purpose, a suitable graphical user interface that provides real-time feedback concerning the signal quality is required. We have developed a measure for mobile ECG quality assessment based on a) basic signal quality properties (amplitude, spikes, constant signal portions), b) number of crossing points in between different leads, and c) QRS-amplitude vs. noise-amplitude ratio. An advanced algorithm and a simplified Android algorithm were implemented and evaluated by taking part in the Computing in Cardiology Challenge 2011. Our advanced algorithm achieved a score of 0.916 (4th place) in Event 1 of the Computing in Cardiology Challenge 2011. The simplified Android algorithm achieved a score of 0.834 (6th place) in Event 2 and a score of the 0.873 (1st place) in Event 3 of the challenge.
Keywords :
electrocardiography; graphical user interfaces; medical information systems; medical signal processing; mobile computing; Android algorithm; QRS amplitude-noise amplitude ratio; constant signal portion; graphical user interface; m-Health application; mobile ECG recorders; patient empowerment; real-time feedback; signal quality properties; Algorithm design and analysis; Cardiology; Classification algorithms; Electrocardiography; Lead; Smart phones;
Conference_Titel :
Computing in Cardiology, 2011
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-0612-7