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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" }
Dokumenty
18581-41283-1-PB.pdf