The impact of feature extraction and selection for the classification of gait patterns between ACL deficient and intact knees based on different classification models

The impact of feature extraction and selection for the classification of gait patterns between ACL deficient and intact knees based on different classification models

Abstract The anterior cruciate ligament (ACL) plays an important role in stabilizing translation and rotation of the tibia relative to the femur. Individuals with ACL deficiency usually demonstrate alterations in gait characteristics. Evidence indicates that walking speed, alterations in kinetics an...

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Bibliographic Details
Main Authors: Wei Zeng, Shiek Abdullah Ismail, Evangelos Pappas
Format: Article
Language:English
Published: SpringerOpen 2021-10-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Gait analysis
Anterior cruciate ligament
Dynamical features
Gait classification
Feature extraction
Online Access:https://doi.org/10.1186/s13634-021-00796-6

Internet

https://doi.org/10.1186/s13634-021-00796-6

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