Artificial Neural Network for Laparoscopic Skills Classification Using Motion Signals from Apple Watch.
Rubbermaid LaverdeClaudia RuedaLusvin AmadoDavid RojasMiguel AltuvePublished in: EMBC (2018)
Keyphrases
- artificial neural networks
- classification accuracy
- neural network
- classification algorithm
- feature vectors
- support vector
- pattern recognition
- supervised learning
- classification method
- space time
- text classification
- optical flow
- motion estimation
- image sequences
- signal processing
- model selection
- motion analysis
- moving objects
- human motion
- motion field
- training set
- control signals
- wall motion
- learning rules
- acoustic signals
- motion model
- class labels
- support vector machine svm
- feature points
- support vector machine
- feature space
- decision trees
- machine learning