- Cikk címe: Reliability of telemedical Heart Rate meters
- Szerzők: Dr. Kósa István , Szalai Márió, Tuboly Gergely, Dr. Vassányi István
- Intézmények: Veszprém Megyei Csolnoky Ferenc Kórház Nonprofit ZRt. Pannon Egyetem Egészségügyi Kutató- Fejlesztô Központ, Medical Informatics R&D Center University of Pannonia Hungary, Pannon Egyetem Egészségügyi Informatikai Kutató-Fejlesztő Központ, IME Szerkesztőség
- Évfolyam: XIII. évfolyam
- Lapszám: 2014. / 5
- Hónap: június
- Oldal: 49-55
- Terjedelem: 7
- Rovat: INFOKOMMUNIKÁCIÓ
- Alrovat: INFOKOMMUNIKÁCIÓ
Angol absztrakt:
In this paper we analyze low-cost commercial chest belt for integration into a lifestyle counselling system as a source of heart rate data. We compared data from a Schiller ECG Holter device which served as gold stan- dard device with a CardioSport device. Because of mis- sing data in the CardioSport device caused by losing contact with body, creation of special algorithms was necessary for synchronization and filtering. The results show that using our synchronization algorithm the ave- rage mean absolute percentage error between the two signals was 2,32% with correlation of more than 99%. With the filtering algorithm, we were able to get more than 70% of the signal on average with an absolute per- centage error of 2,62% and a high average correlation of 98,76%. The mean RR interval values and standard de- viation of RR intervals are very close to the gold stan- dard device using both the synchronization and filtering algorithm. With filtering, the gold standard measure- ments produced only slightly better results related to false detections of atrial fibrillation than the CardioSport device. In conclusion we can state that with a simple pre-processing algorithms, CardioSport as a low cost device, can be safely integrated into a lifestyle support system in a telemedical solution.
XIII. évfolyam
2014. / 5. lapszám június
| Szerző | Intézmény |
|---|---|
| Szerző: Dr. Kósa István | Intézmény: Veszprém Megyei Csolnoky Ferenc Kórház Nonprofit ZRt. Pannon Egyetem Egészségügyi Kutató- Fejlesztô Központ |
| Szerző: Szalai Márió | Intézmény: Medical Informatics R&D Center University of Pannonia Hungary |
| Szerző: Tuboly Gergely | Intézmény: Pannon Egyetem Egészségügyi Informatikai Kutató-Fejlesztő Központ |
| Szerző: Dr. Vassányi István | Intézmény: IME Szerkesztőség |
[1]S. Patel, H. Park, P. Bonato, L. Chan, M. Rodgers: A re- view of wearable sensors and systems withapplication in rehabilitation, Journal of NeuroEngineering and Rehabilitation, 2012, DOI: 10.1186/1743-0003-9-21.
[2]A. Pantelopoulos, N. Bourbakis: A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis. Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on, Volume 40, Issue 1, 2010, pp. 1-12. DOI: 10.1109/ TSMCC.2009.2032660
[3]A. Pantelopoulos, N. Bourbakis: A survey on wearable biosensor systems for health monitoring. Engineering in Medicine and Biology Society, 2008, pp. 4887-4890. DOI: 10.1109/IEMBS.2008.4650309
[4]Manuella Barbosa Crawley: Validation of the sensewe- ar hr armband for measuring heart Rate and energy ex- penditure, The Pennsylvania State University, 2003.
[5]M. Lee, M. Gorelick: Validity of the Smart health Watch to Measure Heart Rate During Rest and Exercise. Measurement in Physical Education and Exercise Science, Volume 15, Issue 1, 2011, pp. 18-25. DOI: 10.1080/1091367X.2011.539089
[6]J. Kristiansen, M. Korshøj, J. H. Skotte, T. Jespersen, K. Søgaard, O. S. Mortensen, A. Holtermann: Comparison of two systems for long-term heart rate va- riability monitoring in free-living conditions – a pilot study. BioMedical Engineering OnLine 2011, 10:27. DOI:10.1186/1475-925X-10-27
[7]S. Brage, N. Brage, P. W. Franks, U. Ekelund, N. J. Wareham: Reliability and validity of the combined heart rate and movement sensor Actiheart, European Journal of Clinical Nutrition, Volume 59, Issue 4, 2005, pp. 561- 570. DOI:10.1038/SJ.EJCN.1602118
[8]Y. Liua, S. H. Zhua, G. H. Wanga, F. Yea, P. Z. Lia: Validity and Reliability of Multiparameter Physiological Measurements Recorded by the Equivital Lifemonitor During Activities of Various Intensities, Journal of Occupational and Environmental Hygiene, Volume 10, Issue 2, 2013, pp. 78-85. DOI:10.1080/15459624. 2012.747404
[9]J. A. Johnstone, P. A. Ford, G. Hughes, T. Watson, A. T: Garrett. Bioharness™ multivariable monitoring device: part. I: validity. Journal of Sports Science and Medicine, Volume 11, Issue 3, 2012, pp. 400-408
[10]J. A. Johnstone, P. A. Ford, G. Hughes, T. Watson, A. T. Garrett: Bioharness™ Multivariable Monitoring Device: Part. II: Reliability. Journal of Sports Science and Medicine, Volume 11, Issue 3, 2012, pp. 409-417
[11]J. A. Johnstone, P. A. Ford, G. Hughes, T. Watson, A. C. S. Mitchell, A. T. Garrett: Field Based Reliability and Validity of the Bioharness™ Multivariable Monitoring Device, Journal of Sports Science and Medicine, Volume 11, Issue 4, 2012, pp. 643-652
[12]I. Kósa, I. Vassányi, M. Nemes, K.H. Kálmánné, B Pintér, L. Kohut: A fast, android based dietary logging application to support the life style change of cardio- metabolic patients, Med-e-Tel Conference, 9-11 April 2014, Luxembourg. In Malina Jordanova, Frank Lievens (eds.) Global Telemedicine and eHealth Updates: Knowledge Resources, Vol. 7 (2014), ISSN 1998-5509, pp. 553-556.
[13]Kubios HRV – Heart Rate Variability Analysis Software, available at: http://kubios.uef.fi/
[14]Validity of the ithlete™ Smart Phone Application for Determining Ultra-Short-Term Heart Rate Variability, Journal of human kinetics, Volume 39, 2013, pp. 85–92.