A Method for Automatic and Objective Scoring of Bradykinesia Using Orientation Sensors and Classification Algorithms.
Octavio Martinez ManzaneraE. RoosmaM. BeudelR. W. K. BorgemeesterTeus van LaarNatasha M. MauritsPublished in: IEEE Trans. Biomed. Eng. (2016)
Keyphrases
- classification method
- computationally efficient
- classification algorithm
- computational cost
- classification accuracy
- theoretical analysis
- support vector machine svm
- fully automatic
- significant improvement
- support vector machine
- detection method
- computational efficiency
- machine learning methods
- training samples
- decision rules
- benchmark data sets
- objective function
- unsupervised learning
- preprocessing
- clustering method
- combinatorial optimization
- pattern classification
- classification scheme
- cross validation
- benchmark datasets
- classification process
- computational complexity
- data structure
- classification rate
- nearest neighbour
- convergence rate
- data fusion
- machine learning algorithms
- probabilistic model
- evolutionary algorithm