Blood Oxygen Saturation Analysis Model Based on Multiple Normalized Regression
Abstract
Several factors that may have an impact on the saturation of the oxygen saturation, respectively, are age, BMI, gender, and current smoking conditions. For the blood oxygen saturation of 36 patients collected, the data preprocessing, the abnormal data were removed, and the blood oxygen saturation was the dependent variable, with the bmiage, age, gender, the current smoking condition is the independent variable, and the stata is normalized. In the case of significant sexual testing of variables, the discovery of the current smoking condition was significant for the oxygen saturation of the blood oxygen, while the bmi and gender in the t test were not different from zero, indicating that the blood oxygen saturation was affected by the BMI, and the influence of gender could be ignored, and the effect of age and current smoking condition on the oxygen saturation was mainly considered.
References
Rodríguez-Molinero Alejandro, Narvaiza Leire, Ruiz Jorge, Gálvez-Barrón César. Normal respiratory rate and peripheral blood oxygen saturation in the elderly population.[J]. Journal of the American Geriatrics Society,2013,61(12).
Oxygen saturation.[J]. Emergency nurse : the journal of the RCN Accident and Emergency Nursing Association,2004,12(2).
Kapur Vishesh K, Wilsdon Anthony G, Au David, Avdalovic Mark, Enright Paul, Fan Vincent S, Hansel Nadia N, Heckbert Susan R, Jiang Rui, Krishnan Jerry A, Mukamal Kenneth, Yende Sachin, Barr R Graham. Obesity is associated with a lower resting oxygen saturation in the ambulatory elderly: results from the cardiovascular health study.[J]. Respiratory care,2013,58(5).
Copyright (c) 2022 Chengyu Mu
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Authors contributing to this journal agree to publish their articles under the Creative Commons Attribution-Noncommercial 4.0 International License, allowing third parties to share their work (copy, distribute, transmit) and to adapt it, under the condition that the authors are given credit, that the work is not used for commercial purposes, and that in the event of reuse or distribution, the terms of this license are made clear. With this license, the authors hold the copyright without restrictions and are allowed to retain publishing rights without restrictions as long as this journal is the original publisher of the articles.
