Articles: postoperative.
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Anesthesia and analgesia · Apr 2023
ReviewArtificial Intelligence for Perioperative Medicine: Perioperative Intelligence.
The anesthesiologist's role has expanded beyond the operating room, and anesthesiologist-led care teams can deliver coordinated care that spans the entire surgical experience, from preoperative optimization to long-term recovery of surgical patients. This expanded role can help reduce postoperative morbidity and mortality, which are regrettably common, unlike rare intraoperative mortality. Postoperative mortality, if considered a disease category, will be the third leading cause of death just after heart disease and cancer. ⋯ Using artificial intelligence technologies, we can critically examine every aspect of perioperative medicine and devise innovative value-based solutions that can potentially improve patient safety and care delivery, while optimizing cost of care. In this narrative review, we discuss specific applications of artificial intelligence that may help advance all aspects of perioperative medicine, including clinical care, education, quality improvement, and research. We also discuss potential limitations of technology and provide our recommendations for successful adoption.
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Acta Anaesthesiol Scand · Apr 2023
Review Meta AnalysisDexmedetomidine for the prevention of delirium in adults admitted to the intensive care unit or postoperative care unit: a systematic review of randomised clinical trials with meta-analysis and Trial Sequential Analysis.
To assess any benefit or harm, we conducted a systematic review of randomised clinical trials (RCTs) allocating adults to dexmedetomidine versus placebo/no intervention for the prevention of delirium in intensive care or post-operative care units. ⋯ Trial results at low risk of bias showed that dexmedetomidine might reduce occurrences of SAEs and delirium, while no conclusive evidence was found for effects on all-cause mortality. The certainty of evidence ranged from very low for occurrence of delirium to low for the remaining outcomes.
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Minerva anestesiologica · Apr 2023
Meta AnalysisEfficacy and safety of oral versus intranasal midazolam as premedication in children: a systematic review and meta-analysis.
Midazolam hydrochloride is a widely accepted benzodiazepine for premedication in pediatric patients. However, there is no consistent conclusion regarding which route of administration is best. We performed a meta-analysis to assess the efficacy and safety of oral versus intranasal midazolam premedication in children. ⋯ Differences between intranasal and oral midazolam in satisfactory mask acceptance for induction, satisfactory sedation at separation from parents, and postoperative recovery time were not significant. Intranasal midazolam premedication was associated with shorter onset time and higher incidence of nasal irritation.
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Anesthesia and analgesia · Apr 2023
Digitization of Symbol-Denoted Blood Pressure Data From Intraoperative Paper Health Records in a Low-Middle-Income Country Using Deep Image Segmentation and Associated Postoperative Outcomes: A Feasibility Study.
In low-middle-income countries (LMICs), perioperative clinical information is almost universally collected on paper health records (PHRs). The lack of accessible digital databases limits LMICs in leveraging data to predict and improve patient outcomes after surgery. In this feasibility study, our aims were to: (1) determine the detection performance and prediction error of the U-Net deep image segmentation approach for digitization of hand-drawn blood pressure symbols from an image of the intraoperative PHRs and (2) evaluate the association between deep image segmentation-derived blood pressure parameters and postoperative mortality and length of stay. ⋯ In this study, we report our experience with a deep image segmentation model for digitization of symbol-denoted blood pressure from intraoperative anesthesia PHRs. Our data support further development of this novel approach to digitize PHRs from LMICs, to provide accessible, curated, and reproducible data for both quality improvement- and outcome-based research.
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Anesthesia and analgesia · Apr 2023
Utilization of Wearable Pedometer Devices in the Perioperative Period: A Qualitative Systematic Review.
Functional capacity assessment is important for perioperative risk stratification; however, there are currently limited options for objective and economical functional capacity evaluation. Pedometer functions are now widely available in mobile devices and offer a nonintrusive and objective approach to measuring patient activity level over time. Therefore, we conducted this systematic review to assess the value of pedometer readings in predicting perioperative outcomes. ⋯ In addition, in-hospital postoperative pedometer readings correlated with postdischarge complications and readmissions. Perioperative pedometer data demonstrated consistent and biologically plausible association with perioperative outcomes. Further studies are needed to validate the use of pedometer in the perioperative period and to identify the optimal approach for its use to potentially improve patient outcomes.