Towards an Automated Unsupervised Mobility Assessment for Older People Based on Inertial TUG Measurements.
Sandra HellmersBabak IzadpanahLena DasenbrockRebecca DiekmannJürgen M. BauerAndreas HeinSebastian J. F. FudickarPublished in: Sensors (2018)
Keyphrases
- data driven
- fully automated
- semi automated
- unsupervised learning
- semi supervised
- supervised learning
- automated analysis
- inertial sensors
- supervised classification
- mobile networks
- measured data
- risk assessment
- noisy measurements
- older adults
- measurement noise
- network connectivity
- neural network
- dynamic model
- computer aided
- feature selection