Entropy-based complexity of the cardiovascular control in Parkinson disease: comparison between binning and k-nearest-neighbor approaches
Contributo in Atti di convegno
Data di Pubblicazione:
2013
Citazione:
Entropy-based complexity of the cardiovascular control in Parkinson disease: comparison between binning and k-nearest-neighbor approaches / A. Porta, V. Bari, T. Bassani, A. Marchi, S. Tassin, M. Canesi, F. Barbic, R. Furlan (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE[s.l] : IEEE Press, 2013. - ISBN 9781457702167. - pp. 5045-5048 (( Intervento presentato al 35. convegno Annual International Conference of the IEEE EMBS tenutosi a Osaka nel 2013 [10.1109/EMBC.2013.6610682].
Abstract:
Entropy-based approaches are frequently used to quantify complexity of short-term cardiovascular control from spontaneous beat-to-beat variability of heart period (HP) and systolic arterial pressure (SAP). Among these tools the ones optimizing a critical parameter such as the pattern length are receiving more and more attention. This study compares two entropy-based techniques for the quantification of complexity making use of completely different strategies to optimize the pattern length. Comparison was carried out over HP and SAP variability series recorded from 12 Parkinson's disease (PD) patients without orthostatic hypotension or symptoms of orthostatic intolerance and 12 age-matched healthy control (HC) subjects. Regardless of the method, complexity of cardiovascular control increased in PD group, thus suggesting the early impairment of cardiovascular function.
Tipologia IRIS:
03 - Contributo in volume
Elenco autori:
A. Porta, V. Bari, T. Bassani, A. Marchi, S. Tassin, M. Canesi, F. Barbic, R. Furlan
Link alla scheda completa:
Titolo del libro:
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE