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Evaluation of indirect measures of neural inspiratory time from invasive and noninvasive recordings of respiratory activity

Authors :
Daniel Garcia-Castellote
Raimon Jane
Luis Estrada
Abel Torres
Leonardo Sarlabous
Source :
EMBC
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

Measuring diaphragmatic electromyography (EMGdi) provides an indirect quantification of neural respiratory drive and allows the delimitation of diaphragm neural activation and deactivation during inspiration. EMGdi recordings have been incorporated in novel modes of assisted mechanical ventilation, such as neurally adjusted ventilatory assist (NAVA), to trigger and cycle-off the ventilator. The EMGdi signal improves the assistance delivered by more conventional ventilatory modes, in which the ventilator is synchronized with the patient employing a pneumatic triggering. In this work, we evaluate the time delay between the onset and offset of inspiratory activity estimated from EMGdi and three respiratory mechanical signals: the respiratory flow (FL), the transdiaphragmatic pressure (Pdi) and the diaphragm length (Ldi) signals. To this purpose, these signals were acquired in three mongrel dogs surgically instrumented under general anesthesia. Onsets and offsets were estimated manually and by automatic algorithms on these signals. The highest delays were obtained between EMGdi and FL (100 ms) while the lowest delays were obtained between EMGdi and Pdi (8 ms). Moreover, differences between manual and automatic estimations showed a mean absolute error lower than 45 ms. In conclusion, our study points out that both EMGdi and Pdi signals detect the onset and offset of inspiratory activity earlier than the FL signal, and would therefore be better for the improvement of patient-ventilator synchrony.

Details

Database :
OpenAIRE
Journal :
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Accession number :
edsair.doi.dedup.....e10205b14d4e2a56f6f876da358fd29d
Full Text :
https://doi.org/10.1109/embc.2017.8036832