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Relationship Between Upper Arm Muscle Index and Upper Arm Dimensions in Blood Pressure Measurement in Symmetrical Upper Arms: Statistical and Classification and Regression Tree Analysis

机译:对称上臂血压测量上臂肌指数和上臂尺寸的关系:统计和分类和回归树分析

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Objective: to identify the influence of upper arm muscle index (AMI) and upper arm dimensions on the measurement of blood pressure (BP). Methodology: 489 university students were evaluated in Divinópolis, Brazil and data were collected on anthropometric and BP measurements and elaborated multiple linear regression and regression tree models using data mining techniques. Results: length arm (AL) and arm circumference (AC) showed positive correlation with systolic blood pressure (SBP) and diastolic blood pressure (DBP). The AMI presented positive correlation with SBP and negative correlation with DBP. The regression tree showed interactions between BP and AL, AC and AMI. Conclusion: BP values in the upper right upper arm were higher than in the left upper arm in population of healthy young adults. AL and AC were predictors of overestimation of indirect measurement of SBP and DBP. AMI overestimates SBP and underestimates DBP. There were interactions between arm dimensions and BP.
机译:目的:鉴定上臂肌肉指数(AMI)和上臂尺寸对血压测量的影响(BP)。方法论:489名大学生在Divinópolis评估了Divinópolis,在人体测量和BP测量上收集了巴西和数据,并使用数据挖掘技术阐述了多元线性回归和回归树模型。结果:长度臂(Al)和臂周长(AC)显示出与收缩压(SBP)和舒张压(DBP)的正相关性。 AMI与SBP呈现正相关和与DBP的负相关性。回归树显示了BP和Al,AC和AMI之间的相互作用。结论:右上臂上的BP值高于健康年轻成年人群的左上臂。 AL和AC是高估SBP和DBP的间接测量的预测因素。 AMI高估SBP并低估DBP。 ARM尺寸和BP之间存在相互作用。

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