Literature DB >> 22156193

A new algorithm for detecting central apnea in neonates.

Hoshik Lee1, Craig G Rusin, Douglas E Lake, Matthew T Clark, Lauren Guin, Terri J Smoot, Alix O Paget-Brown, Brooke D Vergales, John Kattwinkel, J Randall Moorman, John B Delos.   

Abstract

Apnea of prematurity is an important and common clinical problem, and is often the rate-limiting process in NICU discharge. Accurate detection of episodes of clinically important neonatal apnea using existing chest impedance (CI) monitoring is a clinical imperative. The technique relies on changes in impedance as the lungs fill with air, a high impedance substance. A potential confounder, however, is blood coursing through the heart. Thus, the cardiac signal during apnea might be mistaken for breathing. We report here a new filter to remove the cardiac signal from the CI that employs a novel resampling technique optimally suited to remove the heart rate signal, allowing improved apnea detection. We also develop an apnea detection method that employs the CI after cardiac filtering. The method has been applied to a large database of physiological signals, and we prove that, compared to the presently used monitors, the new method gives substantial improvement in apnea detection.

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Year:  2011        PMID: 22156193      PMCID: PMC5366243          DOI: 10.1088/0967-3334/33/1/1

Source DB:  PubMed          Journal:  Physiol Meas        ISSN: 0967-3334            Impact factor:   2.833


  15 in total

1.  New mathematical thinking about fetal heart rate characteristics.

Authors:  Douglas E Lake; M Pamela Griffin; J Randall Moorman
Journal:  Pediatr Res       Date:  2003-03-19       Impact factor: 3.756

2.  Margin of safety for discharge after apnea in preterm infants.

Authors:  R A Darnall; J Kattwinkel; C Nattie; M Robinson
Journal:  Pediatrics       Date:  1997-11       Impact factor: 7.124

Review 3.  Apnea of prematurity: What can observational studies tell us about pathophysiology?

Authors:  Christian F Poets
Journal:  Sleep Med       Date:  2010-08       Impact factor: 3.492

4.  A real-time QRS detection algorithm.

Authors:  J Pan; W J Tompkins
Journal:  IEEE Trans Biomed Eng       Date:  1985-03       Impact factor: 4.538

5.  Heart rate characteristics and laboratory tests in neonatal sepsis.

Authors:  M Pamela Griffin; Douglas E Lake; J Randall Moorman
Journal:  Pediatrics       Date:  2005-04       Impact factor: 7.124

6.  Toward the early diagnosis of neonatal sepsis and sepsis-like illness using novel heart rate analysis.

Authors:  M P Griffin; J R Moorman
Journal:  Pediatrics       Date:  2001-01       Impact factor: 7.124

7.  Heart rate characteristics monitoring for neonatal sepsis.

Authors:  J Randall Moorman; Douglas E Lake; M Pamela Griffin
Journal:  IEEE Trans Biomed Eng       Date:  2006-01       Impact factor: 4.538

8.  Cardiovascular oscillations at the bedside: early diagnosis of neonatal sepsis using heart rate characteristics monitoring.

Authors:  J Randall Moorman; John B Delos; Abigail A Flower; Hanqing Cao; Boris P Kovatchev; Joshua S Richman; Douglas E Lake
Journal:  Physiol Meas       Date:  2011-10-25       Impact factor: 2.833

9.  Heart rate characteristics: novel physiomarkers to predict neonatal infection and death.

Authors:  M Pamela Griffin; Douglas E Lake; Eric A Bissonette; Frank E Harrell; T Michael O'Shea; J Randall Moorman
Journal:  Pediatrics       Date:  2005-11       Impact factor: 7.124

10.  Abnormal heart rate characteristics are associated with neonatal mortality.

Authors:  M Pamela Griffin; T Michael O'Shea; Eric A Bissonette; Frank E Harrell; Douglas E Lake; J Randall Moorman
Journal:  Pediatr Res       Date:  2004-01-22       Impact factor: 3.756

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  26 in total

1.  A Ballistographic Approach for Continuous and Non-Obtrusive Monitoring of Movement in Neonates.

Authors:  Rohan Joshi; Bart L Bierling; Xi Long; Janna Weijers; Loe Feijs; Carola Van Pul; Peter Andriessen
Journal:  IEEE J Transl Eng Health Med       Date:  2018-10-12       Impact factor: 3.316

2.  Predictive Monitoring of Critical Cardiorespiratory Alarms in Neonates Under Intensive Care.

Authors:  Rohan Joshi; Zheng Peng; Xi Long; Loe Feijs; Peter Andriessen; Carola Van Pul
Journal:  IEEE J Transl Eng Health Med       Date:  2019-11-22       Impact factor: 3.316

3.  Automatic Torso Detection in Images of Preterm Infants.

Authors:  Meharmeet Kaur; Andrew P Marshall; Caillin Eastwood-Sutherland; Brian P Salmon; Peter A Dargaville; Timothy J Gale
Journal:  J Med Syst       Date:  2017-07-28       Impact factor: 4.460

4.  Impact of Caffeine Boluses and Caffeine Discontinuation on Apnea and Hypoxemia in Preterm Infants.

Authors:  Christa R Tabacaru; Suk Young Jang; Manisha Patel; Faranek Davalian; Santina Zanelli; Karen D Fairchild
Journal:  J Caffeine Res       Date:  2017-09-01

5.  Stochastic modeling of central apnea events in preterm infants.

Authors:  Matthew T Clark; John B Delos; Douglas E Lake; Hoshik Lee; Karen D Fairchild; John Kattwinkel; J Randall Moorman
Journal:  Physiol Meas       Date:  2016-03-10       Impact factor: 2.833

6.  Alarms, oxygen saturations, and SpO2 averaging time in the NICU.

Authors:  C McClure; S Young Jang; K Fairchild
Journal:  J Neonatal Perinatal Med       Date:  2016

7.  Very long apnea events in preterm infants.

Authors:  Mary A Mohr; Brooke D Vergales; Hoshik Lee; Matthew T Clark; Douglas E Lake; Anne C Mennen; John Kattwinkel; Robert A Sinkin; J Randall Moorman; Karen D Fairchild; John B Delos
Journal:  J Appl Physiol (1985)       Date:  2014-12-30

8.  Anemia, apnea of prematurity, and blood transfusions.

Authors:  Kelley Zagol; Douglas E Lake; Brooke Vergales; Marion E Moorman; Alix Paget-Brown; Hoshik Lee; Craig G Rusin; John B Delos; Matthew T Clark; J Randall Moorman; John Kattwinkel
Journal:  J Pediatr       Date:  2012-04-10       Impact factor: 4.406

9.  Accurate automated apnea analysis in preterm infants.

Authors:  Brooke D Vergales; Alix O Paget-Brown; Hoshik Lee; Lauren E Guin; Terri J Smoot; Craig G Rusin; Matthew T Clark; John B Delos; Karen D Fairchild; Douglas E Lake; Randall Moorman; John Kattwinkel
Journal:  Am J Perinatol       Date:  2013-04-16       Impact factor: 1.862

10.  Cardiorespiratory coupling in preterm infants.

Authors:  Rohan Joshi; Deedee Kommers; Xi Long; Loe Feijs; Sabine Van Huffel; Carola van Pul; Peter Andriessen
Journal:  J Appl Physiol (1985)       Date:  2018-11-01
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