@Article{JanuárioRaSoSaRiOlCe:2018:StClRe,
author = "Janu{\'a}rio, Let{\'{\i}}cia Helena and Ramos, Alexandre Carlos
Brand{\~a}o and Souza, Pa{\^o}la de Oliveira and Santos, Rafael
Duarte Coelho dos and Ribeiro, Helen Cristiny T. Couto and
Oliveira, Jos{\'e} Maria Parente de and Cezar, Hevilla Nobre",
affiliation = "{Universidade Federal de S{\~a}o Jo{\~a}o del Rei} and
{Universidade Federal de Itajub{\'a} (UNIFEI)} and {Instituto
Tecnol{\'o}gico de Aeron{\'a}utica (ITA)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Universidade Federal
de S{\~a}o Jo{\~a}o del Rei} and {Instituto Tecnol{\'o}gico de
Aeron{\'a}utica (ITA)} and {Universidade Federal de Itajub{\'a}
(UNIFEI)}",
title = "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",
journal = "Advances in Intelligent Systems and Computing",
year = "2018",
volume = "746",
pages = "1178--1187",
keywords = "Blood pressure measurement, Blood pressure, CART Body
composition.",
abstract = "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 Divin{\'o}polis, 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.",
doi = "10.1007/978-3-319-77712-2_113",
url = "http://dx.doi.org/10.1007/978-3-319-77712-2_113",
issn = "2194-5357",
language = "en",
targetfile = "januario_relationship.pdf",
urlaccessdate = "27 abr. 2024"
}