Impact of data averaging strategies on V̇O2max assessment: Mathematical modeling and reliability.

Marcos Martin-RinconJuan José González-HenríquezJosé Losa-ReynaIsmael Perez-SuarezJesús Gustavo Ponce-GonzálezJaime de La Calle-HerreroMario Perez-ValeraAntonio Jesús Sánchez-OliverDavid CurtelinEvgenia D CherouveimDavid Morales-Alamo Jose A L Calbet

Published in: Scandinavian journal of medicine & science in sports (2019)

The V ˙ O2max decreases following a linear-log function with the number of breaths or seconds included in the averaging block and can be corrected with specific equations as those developed here.

Keyphrases

electronic health record
big data
machine learning
data analysis
artificial intelligence
neural network