Deep Learning for Daily Monitoring of Parkinson's Disease Outside the Clinic Using Wearable Sensors.
Roozbeh AtriKevin UrbanBarbara MarebwaTanya SimuniCaroline TannerAndrew SiderowfMark FrasierMagali HaasLee LancashirePublished in: Sensors (2022)
Keyphrases
- deep learning
- wearable sensors
- health monitoring
- activity recognition
- continuous monitoring
- monitoring system
- daily activities
- sensor data
- unsupervised learning
- unsupervised feature learning
- human activities
- machine learning
- weakly supervised
- real time
- mental models
- lifelog
- daily life
- smart environments
- wireless sensor networks
- training data
- power supply
- image database
- natural language processing
- principal component analysis
- artificial intelligence
- computer vision
- feature extraction
- supervised learning
- object detection
- data analysis
- transfer learning
- feature space