Literature DB >> 16779621

The use of joint time frequency analysis to quantify the effect of ventilation on the pulse oximeter waveform.

Kirk H Shelley1, Aymen A Awad, Robert G Stout, David G Silverman.   

Abstract

OBJECTIVE: In the process of determining oxygen saturation, the pulse oximeter functions as a photoelectric plethysmograph. By analyzing how the frequency spectrum of the pulse oximeter waveform changes over time, new clinically relevant features can be extracted.
METHODS: Thirty patients undergoing general anesthesia for abdominal surgery had their pulse oximeter, airway pressure and CO(2) waveforms collected (50 Hz). The pulse oximeter waveform was analyzed with a short-time Fourier transform using a moving 4096 point Hann window of 82 seconds duration. The frequency signal created by positive pressure ventilation was extracted using a peak detection algorithm in the frequency range of ventilation (0.08-0.4 Hz = 5-24 breaths/minute). The respiratory rate derived in this manner was compared to the respiratory rate as determined by CO(2) detection.
RESULTS: In total, 52 hours of telemetry data were analyzed. The respiratory rate measured from the pulse oximeter waveform was found to have a 0.89 linear correlation when compared to CO(2) detection and airway pressure change. the bias was 0.03 breath/min, SD was 0.557 breath/min and the upper and lower limits of agreement were 1.145 and -1.083 breath/min respectively. The presence of motion artifact proved to be the primary cause of failure of this technique.
CONCLUSION: Joint time frequency analysis of the pulse oximeter waveform can be used to determine the respiratory rate of ventilated patients and to quantify the impact of ventilation on the waveform. In addition, when applied to the pulse oximeter waveform new clinically relevant features were observed.

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Year:  2006        PMID: 16779621     DOI: 10.1007/s10877-006-9010-7

Source DB:  PubMed          Journal:  J Clin Monit Comput        ISSN: 1387-1307            Impact factor:   2.502


  13 in total

1.  Pulse oximetry plethysmographic waveform during changes in blood volume.

Authors:  M Shamir; L A Eidelman; Y Floman; L Kaplan; R Pizov
Journal:  Br J Anaesth       Date:  1999-02       Impact factor: 9.166

2.  Neural network for photoplethysmographic respiratory rate monitoring.

Authors:  A Johansson
Journal:  Med Biol Eng Comput       Date:  2003-05       Impact factor: 2.602

3.  The effect of venous pulsation on the forehead pulse oximeter wave form as a possible source of error in Spo2 calculation.

Authors:  Kirk H Shelley; Doris Tamai; Denis Jablonka; Michael Gesquiere; Robert G Stout; David G Silverman
Journal:  Anesth Analg       Date:  2005-03       Impact factor: 5.108

4.  An algorithm for the detection of individual breaths from the pulse oximeter waveform.

Authors:  Paul Leonard; Neil R Grubb; Paul S Addison; David Clifton; James N Watson
Journal:  J Clin Monit Comput       Date:  2004-12       Impact factor: 2.502

5.  Monitoring of heart and respiratory rates by photoplethysmography using a digital filtering technique.

Authors:  K Nakajima; T Tamura; H Miike
Journal:  Med Eng Phys       Date:  1996-07       Impact factor: 2.242

6.  Signal processing methods for pulse oximetry.

Authors:  T L Rusch; R Sankar; J E Scharf
Journal:  Comput Biol Med       Date:  1996-03       Impact factor: 4.589

7.  Spectral analysis of photoplethysmograms from radial forearm free flaps.

Authors:  B C Stack; N D Futran; M J Shohet; J E Scharf
Journal:  Laryngoscope       Date:  1998-09       Impact factor: 3.325

8.  Monitoring of respiratory rate in postoperative care using a new photoplethysmographic technique.

Authors:  L Nilsson; A Johansson; S Kalman
Journal:  J Clin Monit Comput       Date:  2000       Impact factor: 2.502

9.  The detection of peripheral venous pulsation using the pulse oximeter as a plethysmograph.

Authors:  K H Shelley; M Dickstein; S M Shulman
Journal:  J Clin Monit       Date:  1993-09

10.  Use of pulse oximetry as a noninvasive indicator of intravascular volume status.

Authors:  B L Partridge
Journal:  J Clin Monit       Date:  1987-10
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  19 in total

Review 1.  Accuracy of plethysmographic indices as predictors of fluid responsiveness in mechanically ventilated adults: a systematic review and meta-analysis.

Authors:  Claudio Sandroni; Fabio Cavallaro; Cristina Marano; Chiara Falcone; Paolo De Santis; Massimo Antonelli
Journal:  Intensive Care Med       Date:  2012-06-26       Impact factor: 17.440

2.  Impact of withdrawal of 450 ml of blood on respiration-induced oscillations of the ear plethysmographic waveform.

Authors:  Michael J Gesquiere; Aymen A Awad; David G Silverman; Robert G Stout; Denis H Jablonka; Tyler J Silverman; Kirk H Shelley
Journal:  J Clin Monit Comput       Date:  2007-08-16       Impact factor: 2.502

3.  An optimized method for the estimation of the respiratory rate from electrocardiographic signals: implications for estimating minute ventilation.

Authors:  Eric H Weiss; Omid Sayadi; Priya Ramaswamy; Faisal M Merchant; Naveen Sajja; Lori Foley; Shawna Laferriere; Antonis A Armoundas
Journal:  Am J Physiol Heart Circ Physiol       Date:  2014-05-23       Impact factor: 4.733

4.  Developing an algorithm for pulse oximetry derived respiratory rate (RR(oxi)): a healthy volunteer study.

Authors:  Paul S Addison; James N Watson; Michael L Mestek; Roger S Mecca
Journal:  J Clin Monit Comput       Date:  2012-01-10       Impact factor: 2.502

5.  Contact and Remote Breathing Rate Monitoring Techniques: A Review.

Authors:  Mohamed Ali; Ali Elsayed; Arnaldo Mendez; Yvon Savaria; Mohamad Sawan
Journal:  IEEE Sens J       Date:  2021-04-12       Impact factor: 4.325

6.  Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters.

Authors:  Marco A F Pimentel; Alistair E W Johnson; Peter H Charlton; Drew Birrenkott; Peter J Watkinson; Lionel Tarassenko; David A Clifton
Journal:  IEEE Trans Biomed Eng       Date:  2016-11-18       Impact factor: 4.538

7.  Measurement of respiratory rate from the photoplethysmogram in chest clinic patients.

Authors:  David Clifton; J Graham Douglas; Paul S Addison; James N Watson
Journal:  J Clin Monit Comput       Date:  2006-11-25       Impact factor: 1.977

8.  Pulse oximetry-derived respiratory rate in general care floor patients.

Authors:  Paul S Addison; James N Watson; Michael L Mestek; James P Ochs; Alberto A Uribe; Sergio D Bergese
Journal:  J Clin Monit Comput       Date:  2014-05-06       Impact factor: 2.502

9.  Fast and Robust Real-Time Estimation of Respiratory Rate from Photoplethysmography.

Authors:  Hodam Kim; Jeong-Youn Kim; Chang-Hwan Im
Journal:  Sensors (Basel)       Date:  2016-09-14       Impact factor: 3.576

10.  Estimating respiratory and heart rates from the correntropy spectral density of the photoplethysmogram.

Authors:  Ainara Garde; Walter Karlen; J Mark Ansermino; Guy A Dumont
Journal:  PLoS One       Date:  2014-01-22       Impact factor: 3.240

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