Activity recognition in patients with lower limb impairments: Do we need training data from each patient?
Luca LoniniAakash GuptaKonrad P. KördingAran JayaramanPublished in: EMBC (2016)
Keyphrases
- activity recognition
- cognitive impairment
- training data
- older adults
- smart home
- patient data
- activities of daily living
- clinical data
- emergency department
- human activity recognition
- clinical trials
- action recognition
- human activities
- patient groups
- medical center
- medical data
- medical treatment
- vital signs
- patient records
- medical doctors
- intensive care
- training set
- visual surveillance
- learning algorithm
- medical records
- accelerometer data
- data sets
- smart environments
- decision trees
- daily activities
- intensive care unit
- wearable sensors
- ambient assisted living
- sensory data
- cancer patients
- supervised learning
- semi supervised learning
- prior knowledge
- monitoring system
- knowledge discovery
- reinforcement learning
- data mining