Hand medical monitoring system based on machine learning and optimal EMG feature set.
Ming-Chao YuGongfa LiDu JiangGuozhang JiangBo TaoDisi ChenPublished in: Pers. Ubiquitous Comput. (2023)
Keyphrases
- monitoring system
- feature set
- machine learning
- feature selection
- feature subset
- patient care
- classification accuracy
- feature vectors
- random forest
- data acquisition
- health monitoring
- feature space
- feature extraction
- feature representation
- pattern recognition
- computer vision
- medical diagnosis
- machine learning methods
- data mining
- support vector machine
- model selection
- computational intelligence
- health status
- field bus
- support vector
- training data
- training set
- feature selection algorithms
- learning algorithm
- patient safety
- virtual instrument
- feature extraction and selection
- feature selections
- heterogeneous wireless sensor networks