Using surface electromyography (SEMG) to classify low back pain based on lifting capacity evaluation with principal component analysis neural network method.
Chia-Chun HungTsu-Wang ShenChung Chao LiangWen-Tien WuPublished in: EMBC (2014)
Keyphrases
- neural network
- evaluation method
- preprocessing
- principal component analysis
- evaluation model
- detection method
- significant improvement
- gold standard
- dimension reduction
- support vector machine
- wavelet transform
- neural network is trained
- artificial neural networks
- energy function
- surface model
- pairwise
- three dimensional
- training procedure
- normal vectors
- dimension reduction methods
- subdivision scheme
- training process
- bp neural network
- covariance matrix
- back propagation
- clustering method
- low dimensional
- support vector
- objective function