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Pregled bibliografske jedinice broj: 81361

Dynamic Features of the Normal Heart Rate Variability


Šmuc, Tomislav; Marić, Ivan; Bosanac, Gordan; Gamberger, Dragan; Bogunović, Nikola; Krstačić, Goran
Dynamic Features of the Normal Heart Rate Variability // Proceedings of International Conference Computers in Cardiology 2002 / Murray, A. (ur.).
Memphis (TN), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2002. str. 241-244 doi:10.1109/CIC.2002.1166752 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 81361 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Dynamic Features of the Normal Heart Rate Variability

Autori
Šmuc, Tomislav ; Marić, Ivan ; Bosanac, Gordan ; Gamberger, Dragan ; Bogunović, Nikola ; Krstačić, Goran

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of International Conference Computers in Cardiology 2002 / Murray, A. - : Institute of Electrical and Electronics Engineers (IEEE), 2002, 241-244

Skup
Computers in Cardiology 2002

Mjesto i datum
Memphis (TN), Sjedinjene Američke Države, 22.09.2002. - 25.09.2002

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
computers ; cardiology ; ECG analysis ; signal processing

Sažetak
The set of new features focussed primarily on different dynamic properties of the heart rate variability was defined and investigated within the scope of CinC 2002 challenge. The objective of the challenge was finding differences in heart rate variability between real and artificial heart beat signals. Among a larger number of features, several turned out to have high discriminative value: a) inter/intra signal power spectrum similarity ; b) adjacent RR-interval changes ; c) short range deceleration-acceleration ratio ; d) complexity of dynamical states and state transitions. Combined in a voting scheme this set of features showed large correlation (agreement) in attribution of signals, resulting in a very high classification accuracy on the challenge set.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
0098023

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb,
Institut "Ruđer Bošković", Zagreb

Poveznice na cjeloviti tekst rada:

doi ieeexplore.ieee.org

Citiraj ovu publikaciju:

Šmuc, Tomislav; Marić, Ivan; Bosanac, Gordan; Gamberger, Dragan; Bogunović, Nikola; Krstačić, Goran
Dynamic Features of the Normal Heart Rate Variability // Proceedings of International Conference Computers in Cardiology 2002 / Murray, A. (ur.).
Memphis (TN), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2002. str. 241-244 doi:10.1109/CIC.2002.1166752 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Šmuc, T., Marić, I., Bosanac, G., Gamberger, D., Bogunović, N. & Krstačić, G. (2002) Dynamic Features of the Normal Heart Rate Variability. U: Murray, A. (ur.)Proceedings of International Conference Computers in Cardiology 2002 doi:10.1109/CIC.2002.1166752.
@article{article, author = {\v{S}muc, Tomislav and Mari\'{c}, Ivan and Bosanac, Gordan and Gamberger, Dragan and Bogunovi\'{c}, Nikola and Krsta\v{c}i\'{c}, Goran}, editor = {Murray, A.}, year = {2002}, pages = {241-244}, DOI = {10.1109/CIC.2002.1166752}, keywords = {computers, cardiology, ECG analysis, signal processing}, doi = {10.1109/CIC.2002.1166752}, title = {Dynamic Features of the Normal Heart Rate Variability}, keyword = {computers, cardiology, ECG analysis, signal processing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Memphis (TN), Sjedinjene Ameri\v{c}ke Dr\v{z}ave} }
@article{article, author = {\v{S}muc, Tomislav and Mari\'{c}, Ivan and Bosanac, Gordan and Gamberger, Dragan and Bogunovi\'{c}, Nikola and Krsta\v{c}i\'{c}, Goran}, editor = {Murray, A.}, year = {2002}, pages = {241-244}, DOI = {10.1109/CIC.2002.1166752}, keywords = {computers, cardiology, ECG analysis, signal processing}, doi = {10.1109/CIC.2002.1166752}, title = {Dynamic Features of the Normal Heart Rate Variability}, keyword = {computers, cardiology, ECG analysis, signal processing}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Memphis (TN), Sjedinjene Ameri\v{c}ke Dr\v{z}ave} }

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