Book
Vector Autoregressive Fractionally Integrated Models to Assess Multiscale Complexity in Cardiovascular and Respiratory Time Series
| العنوان: | Vector Autoregressive Fractionally Integrated Models to Assess Multiscale Complexity in Cardiovascular and Respiratory Time Series |
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| المؤلفون: | Martins, Aurora, Amado, Celestino, Rocha, Ana Paula, Silva, Maria Eduarda, Pernice, Riccardo, Javorka, Michal, Faes, Luca |
| المساهمون: | Martins, Aurora, Amado, Celestino, Rocha, Ana Paula, Silva, Maria Eduarda, Pernice, Riccardo, Javorka, Michal, Faes, Luca |
| سنة النشر: | 2020 |
| المجموعة: | IRIS Università degli Studi di Palermo |
| مصطلحات موضوعية: | Cardiovascular variability, vector autoregressive fractionally integrated (VARFI) model, multiscale entropy (MSE), heart period (HP), systolic arterial pressure (SAP), Settore ING-INF/06 - Bioingegneria Elettronica E Informatica |
| الوصف: | Cardiovascular variability is the result of the activity of several physiological control mechanisms, which involve different variables and operate across multiple time scales encompassing short term dynamics and long range correlations. This study presents a new approach to assess the multiscale complexity of multivariate time series, based on linear parametric models incorporating autoregressive coefficients and fractional integration. The approach extends to the multivariate case recent works introducing a linear parametric representation of multiscale entropy, and is exploited to assess the complexity of cardiovascular and respiratory time series in healthy subjects studied during postural and mental stress. |
| نوع الوثيقة: | book part |
| اللغة: | English |
| Relation: | info:eu-repo/semantics/altIdentifier/isbn/978-1-7281-5751-1; info:eu-repo/semantics/altIdentifier/wos/WOS:000621172600046; ispartofbook:2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO); 2020 11th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO); firstpage:1; lastpage:2; numberofpages:2; http://hdl.handle.net/10447/430394 |
| DOI: | 10.1109/ESGCO49734.2020.9158136 |
| الاتاحة: | http://hdl.handle.net/10447/430394 https://doi.org/10.1109/ESGCO49734.2020.9158136 |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.D4803305 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1109/ESGCO49734.2020.9158136 |
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