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Evaluation of indirect measures of neural inspiratory time from invasive and noninvasive recordings of respiratory activity
- 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.
- Subjects :
- medicine.medical_specialty
medicine.medical_treatment
Diaphragm
Diaphragmatic breathing
Electromyography
Signal
03 medical and health sciences
Dogs
0302 clinical medicine
Internal medicine
medicine
Neurally adjusted ventilatory assist
Animals
Respiratory system
Mechanical ventilation
Ventilators, Mechanical
medicine.diagnostic_test
business.industry
030208 emergency & critical care medicine
Respiration, Artificial
Surgery
Diaphragm (structural system)
030228 respiratory system
Control of respiration
Cardiology
business
Algorithms
Subjects
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