Personalized Hypothesis Tests for Detecting Medication Response in Parkinson Disease Patients Using iPhone Sensor Data.
Elias Chaibub NetoBrian M. BotThanneer M. PerumalLarsson OmbergJustin GuinneyMike KellenArno KleinStephen H. FriendAndrew TristerPublished in: PSB (2016)
Keyphrases
- sensor data
- hypothesis tests
- high risk
- multiple sclerosis
- sensor networks
- medical doctors
- early diagnosis
- hypothesis testing
- data streams
- patient groups
- model selection
- chronic disease
- deep brain stimulation
- cardiovascular disease
- health monitoring
- human activities
- sensor measurements
- amyotrophic lateral sclerosis
- sample size
- mobile devices
- smart environments
- hypothesis test
- multiple sensors
- earth observation
- wearable sensors
- sensor readings
- risk factors
- mobile applications
- context aware
- raw sensor data