A Bayesian Network approach to study the relationships between several neuromuscular performance measures and dynamic postural control in futsal players.

ABSTRACT:

Purpose

The purpose of this study was to analyse the relationship between several parameters of neuromuscular performance with dynamic postural control using a Bayesian Network Classifiers (BN) based analysis.

Methods

The y-balance test (measure of dynamic postural control), isokinetic (concentric and eccentric) knee flexion and extension strength, isometric hip abduction and adduction strength, lower extremity joint range of motion (ROM) and core stability were assessed in 44 elite male futsal players. A feature selection process was carried out before building a BN (using the Tabu search algorithm) for each leg. The BN models built were used to make belief updating processes to study the individual and concurrent contributions of the selected parameters of neuromuscular pe

SUBMITTER: Ruiz-Perez I 

PROVIDER: S-EPMC6657865 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature