A Novel Classification of Coronal Plane Knee Joint Instability Using Nine-Axis Inertial Measurement Units in Patients with Medial Knee Osteoarthritis.
Hiroaki TsukamotoKimio SaitoHidetomo SaitoHiroaki KijimaManabu AkagawaAkira KomatsuTakehiro IwamiNaohisa MiyakoshiPublished in: Sensors (2023)
Keyphrases
- computer assisted
- pattern recognition
- classification accuracy
- decision trees
- total knee replacement
- angular velocity
- support vector machine svm
- lung disease
- three dimensional
- support vector machine
- classification algorithm
- normal controls
- training set
- support vector
- dynamic model
- joint angles
- feature vectors
- image classification
- fully automatic
- image sequences
- machine learning