Generalized Linear Models of home activity for automatic detection of mild cognitive impairment in older adults.
Ahmad AklJasper SnoekAlex MihailidisPublished in: EMBC (2014)
Keyphrases
- automatic detection
- older adults
- generalized linear models
- smart home
- ambient assisted living
- regression model
- human activities
- daily activities
- logistic regression
- mild cognitive impairment
- high degree of accuracy
- ambient intelligence
- linear regression
- activity recognition
- brain images
- high dimensional
- computer literacy
- clinical trials
- machine learning
- decision trees
- data mining
- regression analysis
- human computer interaction
- principal component analysis
- user groups
- computer vision
- brain activity
- context aware
- lymph nodes
- assistive technology
- model selection
- image registration
- expert systems
- support vector