Publication detail

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.

Original Title

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

Type

journal article - other

Language

English

Original 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.

Keywords

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

Authors

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

Released

15. 12. 2021

ISBN

1804-6657

Periodical

Anthropologia integra

Year of study

2021

Number

2

State

Czech Republic

Pages from

7

Pages to

17

Pages count

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"
}

Documents

18581-41283-1-PB.pdf