Automatic Evaluation of Functional Movement Screening Based on Attention Mechanism and Score Distribution Prediction

Automatic Evaluation of Functional Movement Screening Based on Attention Mechanism and Score Distribution Prediction

Functional movement screening (FMS) is a crucial testing method that evaluates fundamental movement patterns in the human body and identifies functional limitations. However, due to the inherent complexity of human movements, the automated assessment of FMS poses significant challenges. Prior method...

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Bibliographic Details
Main Authors: Xiuchun Lin, Tao Huang, Zhiqiang Ruan, Xuechao Yang, Zhide Chen, Guolong Zheng, Chen Feng
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Mathematics
Subjects:
functional movement screening (FMS)
human movement feature
Inflated 3D ConvNet (I3D)
attention mechanism
multilayer perceptron (MLP)
Online Access:https://www.mdpi.com/2227-7390/11/24/4936

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https://www.mdpi.com/2227-7390/11/24/4936

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