Enhancing remote monitoring and classification of motor state in Parkinson's disease using Wearable Technology and Machine Learning.
Chiara CarissimoGianni CerroH. DebelleE. PackerAlison J. YarnallLynn RochesterLisa AlcockLuigi FerrignoAlessandro MarinoTommaso Di LiberoSilvia Del DinPublished in: MeMeA (2023)
Keyphrases
- machine learning
- remote monitoring
- machine learning methods
- decision trees
- pattern recognition
- machine learning algorithms
- control system
- support vector machine
- feature selection
- text classification
- supervised machine learning
- supervised learning
- model selection
- machine learning approaches
- classification accuracy
- learning algorithm
- data processing
- cost effective
- computer systems
- support vector
- human computer interaction
- monitoring system
- energy saving
- databases
- low cost
- active learning
- ambient intelligence
- training set
- feature space
- ubiquitous computing
- rapid development
- data streams