Assessment of Electrocardiogram Quality Using Lossless Compression Technique for Heart Rate Variability Analysis

Кривенко, С. А.; Pulavskyi, A. A.; Kolesnikova, O. V.; Lukin, V. V.; Posokhov, M. F.; Krivenko, S. S.

Публікація:
Assessment of Electrocardiogram Quality Using Lossless Compression Technique for Heart Rate Variability Analysis

dc.contributor.author	Кривенко, С. А.
dc.contributor.author	Pulavskyi, A. A.
dc.contributor.author	Kolesnikova, O. V.
dc.contributor.author	Lukin, V. V.
dc.contributor.author	Posokhov, M. F.
dc.contributor.author	Krivenko, S. S.
dc.date.accessioned	2020-08-14T09:37:44Z
dc.date.available	2020-08-14T09:37:44Z
dc.date.issued	2019
dc.description.abstract	A simple method of assessment of electrocardiogram (ECG) quality based on lossless data compression is proposed. It is intended for a quick preliminary assessment of ECG in terms of further analysis of heart rate variability (HRV) based on a sequence of R-peaks. The method does not require a priori information about the type, nature and intensity of noise. The only output parameter of pre-processing step is the ECG compression ratio. Thresholds of compression ratio are determined, above which the results of further analysis of HRV are the same as for the corresponding ECG not distorted by noise. For a sampling frequency of 250 Hz, the threshold is equal to 1.4, for a frequency of 2000 Hz, it is 4.0. The results are shown for both synthetic ECG and ECG received using a personal screening diagnostic device.	uk_UA
dc.identifier.citation	A. A. Pulavskyi, O. V. Kolesnikova, S. A. Krivenko, V. V. Lukin, M. F. Posokhov and S. S. Krivenko, "Assessment of Electrocardiogram Quality Using Lossless Compression Technique for Heart Rate Variability Analysis," 2019 IEEE 39th International Conference on Electronics and Nanotechnology (ELNANO), Kyiv, Ukraine, 2019, pp. 380-384, doi: 10.1109/ELNANO.2019.8783825.	uk_UA
dc.identifier.uri	http://openarchive.nure.ua/handle/document/12688
dc.language.iso	en_US	uk_UA
dc.publisher	IEEE	uk_UA
dc.relation.ispartofseries	;doi: 10.1109/ELNANO.2019.8783825.
dc.subject	single-lead ECG	uk_UA
dc.subject	entropy	uk_UA
dc.subject	Colored noise	uk_UA
dc.title	Assessment of Electrocardiogram Quality Using Lossless Compression Technique for Heart Rate Variability Analysis	uk_UA
dc.type	Conference proceedings	uk_UA
dspace.entity.type	Publication