Publication Details
GROWTH: Functional Data Analysis of the human height postnatal growth in an on-line application
Čuta Martin, Mgr., Ph.D. (FIT)
Polcerová Lenka, Mgr. (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
ŠKULTÉTYOVÁ, A.
Králík Miroslav, doc. RNDr., Ph.D. (VUT)
body height; postnatal growth; growth modelling; growth curve; Functional Data Analysis
Monitoring of individual growth is required on daily basis in paediatric practice, oft en accompanied by need for more in-depth analyses. Sports anthropologists and researchers in the fi eld of human biology also need to analyze human growth. To allow clinicians and researchers to monitor human growth and analyze it in advanced manner, easy-to-use free application would be benefi cial. Th e application, GROWTH, was developed based on an understanding of the biological processes of human growth and mathematical approaches that provide the most appropriate model for individual (longitudinal) empirical data. Th e application is designed to be used in daily paediatric practice. It provides clinicians with tools to monitor growth, predict attained height and diagnose pathological growth patterns. Advanced analysis includes the timing of major growth milestones. The current version is the culmination of a multi-stage development of the application and is based on Functional Principal Components Analysis method with numerical optimization. Th e output parameters are easy to use and are displayed both numerically and graphically.
@article{BUT175860,
author="KLÍMA, O. and ČUTA, M. and POLCEROVÁ, L. and ZEMČÍK, P. and ŠKULTÉTYOVÁ, A. and KRÁLÍK, M.",
title="GROWTH: Functional Data Analysis of the human height postnatal growth in an on-line application",
journal="Anthropologia integra",
year="2021",
volume="2021",
number="2",
pages="7--17",
doi="10.5817/AI2021-2-7",
issn="1804-6657",
url="https://journals.muni.cz/anthropologia_integra/article/viewFile/18581/14682"
}