Journal of clinical monitoring and computing
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In anesthesia automation, one of the main important issues is the availability of a reliable measurement of the depth of consciousness level (hypnosis) of the patient. According to this value, the hypnotic drug dosage can be adequately calculated. One of the most studied hypnosis indexes is the bispectral index (BIS). ⋯ The objectives of this study are, first, to validate the accuracy of the PSI describing the hypnosis level during the maintenance phase of general anesthesia, by comparing with the BIS and, second, to model the relationship between propofol infusion rate and PSI values, obtained from a SEDLine monitor. For this, real data from patients undergoing general anesthesia simultaneously monitored with both BIS and PSI signals was used. Results obtained are interesting for a correct interpretation of PSI signal in clinical practice.
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J Clin Monit Comput · Oct 2021
Multi-model generalised predictive control for intravenous anaesthesia under inter-individual variability.
Inter-individual variability possesses a major challenge in the regulation of hypnosis in anesthesia. Understanding the variability towards anesthesia effect is expected to assist the design of controller for anesthesia regulation. However, such studies are still very scarce in the literature. ⋯ Both the parameters [Formula: see text] and [Formula: see text], which are unknown before anesthesia procedure, were found to be highly significant in contributing the uncertainty of BIS. Their range of variability must be considered during the design and evaluation of controller. A linear controller may be sufficient to tackle most of the variability since both [Formula: see text] and [Formula: see text] would be translated into process gain upon linearization.
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J Clin Monit Comput · Oct 2021
Correlation between preoperative somatosensory evoked potentials and intraoperative neurophysiological monitoring in spinal cord tumors.
Intraoperative neurophysiological monitoring (IONM) is widely used in spinal cord tumors (SCTs) removal surgery. This study mainly hypothesized that patients with prolonged latency of preoperative somatosensory evoked potentials (preSEPLat) would have more deteriorated intraoperative evoked potentials. Among 506 patients who underwent SCTs removal surgery, 74 underwent both preSEPs and IONM. ⋯ PreSEPs are helpful in predicting the significant changes in ioSEPs during IDEM tumor removal surgery. The tumor-occupying area ratio and anatomical type are contributing factors for the transient PMD, whereas ioSEPs are prognostic factors in predicting the PMD that persists over 4 weeks after SCTs removal surgery. To our knowledge, this is the first study that mainly focused on the correlations of preoperative and intraoperative evoked potentials.
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J Clin Monit Comput · Oct 2021
Quantitative assessment of consciousness during anesthesia without EEG data.
Assessing the depth of anesthesia (DoA) is a daily challenge for anesthesiologists. The best assessment of the depth of anesthesia is commonly thought to be the one made by the doctor in charge of the patient. This evaluation is based on the integration of several parameters including epidemiological, pharmacological and physiological data. ⋯ This protocol constitutes the very first step on the way towards a multimodal approach of anesthesia. The fact that our first classifier already demonstrated a good predictability is very encouraging for the future. Indeed, this first model was merely a proof of concept to encourage research ways in the field of machine learning and anesthesia.
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J Clin Monit Comput · Oct 2021
Oxygen desaturation and time burden during tracheobronchial endoscopy for suspected foreign body in toddlers.
Tracheobronchial endoscopy with general anaesthesia for suspected foreign body aspiration exposes toddlers to acute hypoxemia. Better quantification of intraoperative hypoxemia could help identify and manage the most severe patients. We explored the hypoxic burden approach to account for both duration and depth of desaturation episodes during the procedure and determined risk factors for high hypoxic burden. ⋯ High hypoxic burden was associated with an increased risk of postoperative invasive ventilation (OR 32, 95% CI 1.7-617) and of hospital stay > 24 h (OR 4.0, 95% CI 1.6-10). No postoperative neurological sequelae were found. The hypoxic burden approach, when applied in tracheobronchial endoscopy for suspected foreign body aspiration in toddlers, enabled the quantification of hypoxemia and the search for specific risk factors.