Literature DB >> 30951480

Assessment of Signal Processing Methods for Measuring the Respiratory Rate in the Neonatal Intensive Care Unit.

Joao Jorge, Mauricio Villarroel, Sitthichok Chaichulee, Gabrielle Green, Kenny McCormick, Lionel Tarassenko.   

Abstract

Knowledge of the pathological instabilities in the breathing pattern can provide valuable insights into the cardiorespiratory status of the critically-ill infant as well as their maturation level. This paper is concerned with the measurement of respiratory rate in premature infants. We compare the rates estimated from the chest impedance pneumogram, the ECG-derived respiratory rhythms, and the PPG-derived respiratory rhythms against those measured in the reference standard of breath detection provided by attending clinical staff during 165 manual breath counts. We demonstrate that accurate RR estimates can be produced from all sources for RR in the 40-80 bpm (breaths per min) range. We also conclude that the use of indirect methods based on the ECG or the PPG poses a fundamental challenge in this population due to their poor behavior at fast breathing rates (upward of 80 bpm).

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Year:  2019        PMID: 30951480     DOI: 10.1109/JBHI.2019.2898273

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  3 in total

1.  Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit.

Authors:  Mauricio Villarroel; Sitthichok Chaichulee; João Jorge; Sara Davis; Gabrielle Green; Carlos Arteta; Andrew Zisserman; Kenny McCormick; Peter Watkinson; Lionel Tarassenko
Journal:  NPJ Digit Med       Date:  2019-12-12

2.  Non-contact physiological monitoring of post-operative patients in the intensive care unit.

Authors:  João Jorge; Mauricio Villarroel; Hamish Tomlinson; Oliver Gibson; Julie L Darbyshire; Jody Ede; Mirae Harford; John Duncan Young; Lionel Tarassenko; Peter Watkinson
Journal:  NPJ Digit Med       Date:  2022-01-13

3.  New method to measure interbreath intervals in infants for the assessment of apnoea and respiration.

Authors:  Ryan Purdy; João Jorge; Tricia Adjei; Eleri Adams; Miranda Buckle; Ria Evans Fry; Gabrielle Green; Chetan Patel; Richard Rogers; Rebeccah Slater; Lionel Tarassenko; Mauricio Villarroel; Caroline Hartley
Journal:  BMJ Open Respir Res       Date:  2021-12
  3 in total

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