
Accuracy of noncontact surface imaging for tidal volume and respiratory rate measurements in the ICU
Author(s) -
Erwan L’Her,
Souha Nazir,
Victoire Pateau,
Dimitris Visvikis
Publication year - 2021
Publication title -
journal of clinical monitoring and computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.591
H-Index - 51
eISSN - 1573-2614
pISSN - 1387-1307
DOI - 10.1007/s10877-021-00708-x
Subject(s) - tidal volume , respiratory monitoring , respiratory rate , medicine , respiratory minute volume , volume (thermodynamics) , ventilation (architecture) , biomedical engineering , standard deviation , anesthesia , nuclear medicine , respiratory system , mathematics , statistics , physics , heart rate , meteorology , quantum mechanics , blood pressure
Tidal volume monitoring may help minimize lung injury during respiratory assistance. Surface imaging using time-of-flight camera is a new, non-invasive, non-contact, radiation-free, and easy-to-use technique that enables tidal volume and respiratory rate measurements. The objectives of the study were to determine the accuracy of Time-of-Flight volume (VT TOF ) and respiratory rate (RR TOF ) measurements at the bedside, and to validate its application for spontaneously breathing patients under high flow nasal canula. Data analysis was performed within the ReaSTOC data-warehousing project (ClinicalTrials.gov identifier NCT02893462). All data were recorded using standard monitoring devices, and the computerized medical file. Time-of-flight technique used a Kinect V2 (Microsoft, Redmond, WA, USA) to acquire the distance information, based on measuring the phase delay between the emitted light-wave and received backscattered signals. 44 patients (32 under mechanical ventilation; 12 under high-flow nasal canula) were recorded. High correlation (r = 0.84; p < 0.001), with low bias (-1.7 mL) and acceptable deviation (75 mL) was observed between VT TOF and VT REF under ventilation. Similar performance was observed for respiratory rate (r = 0.91; p < 0.001; bias < 1b/min; deviation ≤ 5b/min). Measurements were possible for all patients under high-flow nasal canula, detecting overdistension in 4 patients (tidal volume > 8 mL/kg) and low ventilation in 6 patients (tidal volume < 6 mL/kg). Tidal volume monitoring using time-of-flight camera (VT TOF ) is correlated to reference values. Time-of-flight camera enables continuous and non-contact respiratory monitoring under high-flow nasal canula, and enables to detect tidal volume and respiratory rate changes, while modifying flow. It enables respiratory monitoring for spontaneously patients, especially while using high-flow nasal oxygenation.