Anesthetic prediction model in laparoscopic surgery in children
DOI:
https://doi.org/10.52692/1857-0011.2022.2-73.30Keywords:
5 anesthetize parameters, 5 periods of anesthesia, regression model, correlation analysis, Sevoflurane, rating anesthesis parametersAbstract
Our study analyzes anesthesia with sevofluran through the prism of 5 regress models on the results of 5 anesthetic parameters, systolic pressure, diastolic pressure, pulse, respiratory frequency, oxygen saturation in the blood periferic. For the elaboration of the optimal model carried out a selection of 5 main approximation functions, including linear, logarithmic, exponential, power, polynom. A correlation analysis of the effect of Sevoflurane on all anesthetic parameters was performed. The regression model with the polynom function most accurately reflects the real situation. During laparoscopic intervention, 3 anesthesiologist parameters turned out to be informative, namely systolic pressure, pulse, respiratory rate. Sevoflurane has a significant effect on the pulse (the first place in the power of influence), on systolic pressure (the second place), on respiratory frequency (third place). Graphically, the dynamics of all optimal models with the result of the coefficient of determination is presented in detail.
References
Aggarwal, Grantcharov T.P., Eriksen J. R., Blurup D., Kristiansen V. Funch-Jensen P., Darzi A., An evidence-based virtual reality training program for novice laparoscopic surgeons. Ann Surg 244:310–314. T.P., (2006)
Cosman P. H., Hugh H. J., Sheare C. J., Merrett N. D., Biankin A. V., Cartmill J. A., Skills acquired on virtual reality laparoscopic simulators transfer into the operating room in a blinded, randomised, controlled trial. Stud Health Technol Inform 125:76–81. (2007)
Van Dongen K. W., Tournoij E., Van der Zee D., Schijven M. P., Broeders IAMJ. Construct validity of the LapSim: can the LapSim virtual reality simulator distinguish between novices and experts Surg. Endosc. 20:1413–1417. (2007)
Rakhee Gozal,William, Francis Powell. Anaesthsia for Paediatric Laparoscopic Surgery in Paediatric Anaesthesia 417,2020:436-442 (2020)
Галеев Ф. С., Богданов Р. Р., Базыкина X. Н. и др. Сравнительная оценка параметров гомеостаза при различных типах эндоскопических операций. Материалы 8-го Всероссийского съезда анеcтезиологов. 2019.
Головкин А. С. Влияние карбоксиперитонеума на течение общей анестезии при лапароскопических операциях. Автореф. дис. канд. мед. наук. М.: 2014; 124.
Котлобовский В.И., Дронов А.Ф. Эндохирургия при аппендикулярном перитоните у детей. Российский вестник 2013; 3 (1).
Мозоров И.Д. Матричные расчеты в статистике.– М.: Финансы и статистика, 1983. – с. 107.
Большев Л.Н. Смирнов Н.В. Таблицы математической статистики. – М.: Наука. Главная редакция физико-математической литературы, 1983. – с. 50-52, с. 248.
Downloads
Published
Issue
Section
License
Copyright (c) 2022 Bulletin of the Academy of Sciences of Moldova. Medical Sciences
This work is licensed under a Creative Commons Attribution 4.0 International License.