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Published on: September 22, 2023
New acoustic monitoring system quantifying aspiration risk during monitored anaesthesia care
Yoshitaka Shimizu1, Shinichiro Ohshimo2, Noboru Saeki3
1Department of Dental Anesthesiology, Graduate School of Biomedical and Health Sciences, Hiroshima University, 1-2-3 Kasumi, Minami-Ku, Hiroshima, 734-8553, Japan. yshimizu@hiroshima-u.ac.jp.
Abstract:
Respiratory monitoring is crucial during monitored anaesthesia care (MAC) to ensure patient safety. Patients undergoing procedures like gastrointestinal endoscopy and dental interventions under MAC have a heightened risk of aspiration. Despite the risks, no current system or device can evaluate aspiration risk. This study presents a novel acoustic monitoring system designed to detect fluid retention in the upper airway during MAC. We conducted a prospective observational study with 60 participants undergoing dental treatment under MAC. We utilized a prototype acoustic monitoring system to assess fluid retention in the upper airway by analysing inspiratory sounds. Water was introduced intraorally in participants to simulate fluid retention; artificial intelligence (AI) analysed respiratory sounds pre and post-injection. We also compared respiratory sounds pre-treatment and during coughing events. Coughing was observed in 14 patients during MAC, and 31 instances of apnoea were detected by capnography. However, 27 of these cases had breath sounds. Notably, with intraoral water injection, the Stridor Quantitative Value (STQV) significantly increased; furthermore, the STQV was substantially higher immediately post-coughing in patients who coughed during MAC. In summary, the innovative acoustic monitoring system using AI provides accurate evaluations of fluid retention in the upper airway, offering potential to mitigate aspiration risks during MAC.Clinical trial number: jRCTs 062220054.
Insights
A new AI-powered acoustic system monitors upper airway fluid during anesthesia, potentially reducing aspiration risks. This innovative technology analyzes breath sounds to detect fluid retention, enhancing patient safety in monitored anesthesia care.
Area of Science:
- Anesthesiology and Respiratory Medicine
- Biomedical Engineering
- Artificial Intelligence in Healthcare
Background:
- Patient safety during monitored anesthesia care (MAC) is paramount, especially for procedures with high aspiration risk like dental interventions.
- Current methods lack the ability to effectively assess aspiration risk in real-time.
- Fluid retention in the upper airway poses a significant, yet difficult-to-monitor, threat during MAC.
Purpose of the Study:
- To introduce and evaluate a novel acoustic monitoring system for detecting upper airway fluid retention during MAC.
- To assess the system's ability to identify fluid accumulation using artificial intelligence (AI) analysis of respiratory sounds.
- To explore the potential of this technology in mitigating aspiration risks.
Main Methods:
- A prospective observational study involving 60 participants undergoing dental treatment under MAC.
- Utilized a prototype acoustic monitoring system analyzing inspiratory sounds.
- Simulated fluid retention by intraoral water injection and analyzed respiratory sounds pre- and post-injection, as well as during coughing events using AI.
Main Results:
- The acoustic system detected significant increases in the Stridor Quantitative Value (STQV) with intraoral water injection.
- STQV was substantially higher immediately post-coughing in patients who coughed.
- AI analysis correlated breath sounds with detected instances of apnoea and coughing events.
Conclusions:
- The novel AI-driven acoustic monitoring system accurately evaluates upper airway fluid retention.
- This technology shows promise for real-time risk assessment and mitigation of aspiration during MAC.
- Further development could significantly enhance patient safety in anesthesia settings.
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