PD |
Parkinson’s disease |
FoG |
Freezing of gait |
NA |
Not Available |
MRI |
Magnetic Resonance Imaging |
PET |
Positron emission tomography |
CT |
Computerized tomography |
EEG |
Electroencephalogram |
EMG |
Electromyography |
VGRF |
Vertical Ground Reaction Force |
CNN |
Convolutional Neural Network |
RNN |
Recurrent Neural Network |
ANN |
Artificial Neural Network |
FNN |
Fuzzy Neural Network |
NN |
Neural Network |
DBN |
Deep belief network |
MOGA |
Multi-Objective Genetic Algorithm |
BiLSTM |
Bidirectional Long short-term memory |
LSTM |
Long short-term memory |
OPF |
Optimum-Path Forest |
FRP |
Fuzzy Recurrence Plot |
DCNN |
Deep Convolutional Neural Network |
FCNN |
Fully Connected-Neural Network |
DNN |
Deep Neural Network |
EFMMOneR |
Fuzzy Minmax Neural Network with The One R Attribute Evaluator |
LRNN |
Layer Recurrent Neural Network |
MTL |
Multi-Task Learning |
GCN |
Graph Convolutional Network |
GS-RNN |
Gradient Stabilized Recurrent Neural Network |
NR-LBP |
Neighborhood Representation Local Binary Pattern |
TCN |
Temporal Convolutional Neural network |
WGAN |
Wasserstein Generative Adversarial Networks |
SAE |
Stacked Auto Encoder |
SSAE |
Stacked Sparse Auto-Encoder |
LSVRC |
Large Scale Visual Recognition Challenge |
DNMLDM |
Deep Neural Mapping Large Margin Distribution Machine |
MLP |
Multiple Layer Perceptron |
SVM |
Support Vector Machine |
SSM-PCA |
Scaled Subprofile Modeling Using Principal Component Analysis |
SNN |
Siamese Neural Network |
FCV |
Fold-Cross Validation |
LOOCV |
Leave-One-Out Cross-Validation |
LOSO |
Leave One Subject Out |
AUC |
Area Under Curve |