Robust computation of pulse pressure variations

•A method for robust, fast computation of arterial pulse pressure variations, is presented.•The method is based on the Lomb–Scargle periodogram and least squares regression.•The algorithm is particularly suitable for closed-loop control, and other time-critical applications.•A porcine dataset with s...

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Published inBiomedical signal processing and control Vol. 39; pp. 197 - 203
Main Author Soltesz, Kristian
Format Journal Article
LanguageEnglish
Published Elsevier Ltd 01.01.2018
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ISSN1746-8094
1746-8108
1746-8108
DOI10.1016/j.bspc.2017.07.021

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Abstract •A method for robust, fast computation of arterial pulse pressure variations, is presented.•The method is based on the Lomb–Scargle periodogram and least squares regression.•The algorithm is particularly suitable for closed-loop control, and other time-critical applications.•A porcine dataset with sudden hemodynamic changes is used to demonstrate feasibility. Evidence of arterial pulse pressure variations caused by cardio-pulmonary interactions, and their connection to volume status via the Frank–Starling relationship, are well documented in the literature. Computation of pulse pressure variations from arterial pressure measurements is complicated by the fact that systolic and diastolic peaks are not evenly spaced in time. A robust, structurally uncomplicated, and computationally cheap algorithm, specifically addressing this fact, is presented. The algorithm is based on the Lomb–Scargle spectral density estimator, and ordinary least squares fitting. It is introduced using illustrative examples, and successfully demonstrated on a challenging porcine data set.
AbstractList •A method for robust, fast computation of arterial pulse pressure variations, is presented.•The method is based on the Lomb–Scargle periodogram and least squares regression.•The algorithm is particularly suitable for closed-loop control, and other time-critical applications.•A porcine dataset with sudden hemodynamic changes is used to demonstrate feasibility. Evidence of arterial pulse pressure variations caused by cardio-pulmonary interactions, and their connection to volume status via the Frank–Starling relationship, are well documented in the literature. Computation of pulse pressure variations from arterial pressure measurements is complicated by the fact that systolic and diastolic peaks are not evenly spaced in time. A robust, structurally uncomplicated, and computationally cheap algorithm, specifically addressing this fact, is presented. The algorithm is based on the Lomb–Scargle spectral density estimator, and ordinary least squares fitting. It is introduced using illustrative examples, and successfully demonstrated on a challenging porcine data set.
Evidence of arterial pulse pressure variations caused by cardio-pulmonary interactions, and their connection to volume status via the Frank–Starling relationship, are well documented in the literature. Computation of pulse pressure variations from arterial pressure measurements is complicated by the fact that systolic and diastolic peaks are not evenly spaced in time. A robust, structurally uncomplicated, and computationally cheap algorithm, specifically addressing this fact, is presented. The algorithm is based on the Lomb–Scargle spectral density estimator, and ordinary least squares fitting. It is introduced using illustrative examples, and successfully demonstrated on a challenging porcine data set.
Author Soltesz, Kristian
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Cites_doi 10.1213/ANE.0b013e3182937d61
10.1016/S0002-9149(99)80086-1
10.1007/BF00648343
10.3121/cmr.2009.850
10.1109/TBME.2004.834295
10.1007/s10877-010-9229-1
10.1088/0967-3334/37/4/610
10.1213/ANE.0b013e318230e9e0
10.1213/ane.0b013e318167ab1f
10.1097/00000542-200508000-00026
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Keywords Nonuniform sampling
Frequency estimation
Pulse pressure variation
Arterial blood pressure
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Snippet •A method for robust, fast computation of arterial pulse pressure variations, is presented.•The method is based on the Lomb–Scargle periodogram and least...
Evidence of arterial pulse pressure variations caused by cardio-pulmonary interactions, and their connection to volume status via the Frank–Starling...
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StartPage 197
SubjectTerms Arterial blood pressure
Control Engineering
Electrical Engineering, Electronic Engineering, Information Engineering
Elektroteknik och elektronik
Engineering and Technology
Frequency estimation
Nonuniform sampling
Pulse pressure variation
Reglerteknik
Teknik
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Title Robust computation of pulse pressure variations
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