Publication Details

GROWTH: Functional Data Analysis of the human height postnatal growth in an on-line application

KLÍMA, O.; ČUTA, M.; POLCEROVÁ, L.; ZEMČÍK, P.; ŠKULTÉTYOVÁ, A.; KRÁLÍK, M. GROWTH: Functional Data Analysis of the human height postnatal growth in an on-line application. Anthropologia integra, 2021, vol. 2021, no. 2, p. 7-17. ISSN: 1804-6657.
Czech title
Growth: on-line aplikace pro funkční analýzu dat postnatálního růstu výšky postavy člověka
Type
journal article
Language
English
Authors
Klíma Ondřej, Ing., Ph.D. (DCGM)
Čuta Martin, Mgr., Ph.D.
Polcerová Lenka, Mgr.
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
ŠKULTÉTYOVÁ, A.
Králík Miroslav, doc. RNDr., Ph.D. (VUT)
URL
Keywords

body height; postnatal growth; growth modelling; growth curve; Functional Data
Analysis

Abstract

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.

Published
2021
Pages
7–17
Journal
Anthropologia integra, vol. 2021, no. 2, ISSN 1804-6657
DOI
10.5817/AI2021-2-7
BibTeX 
@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"
}
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