Detail publikace

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.

Originální název

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

Typ

článek v časopise - ostatní, Jost

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

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

Autoři

KLÍMA, O.; ČUTA, M.; POLCEROVÁ, L.; ZEMČÍK, P.; ŠKULTÉTYOVÁ, A.; KRÁLÍK, M.

Vydáno

15. 12. 2021

ISSN

1804-6657

Periodikum

Anthropologia integra

Ročník

2021

Číslo

2

Stát

Česká republika

Strany od

7

Strany do

17

Strany počet

10

URL

https://journals.muni.cz/anthropologia_integra/article/viewFile/18581/14682

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"
}