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Efficient Machine Learning Algorithms for Automatic Reconfiguration of Mobile Health Monitoring Systems
Mobile health monitoring plays a central role in a variety of healthcare applications. Due to the sensitive nature of healthcare applications, these systems need to process these personal and physiological informations ...
Analysis of Changes in Sensor Data for Mobility Assessment
Age, injury, or disease-related impairments can severely diminish one's ability to be mobile and perform everyday tasks. To detect changes in abilities, healthcare professionals administer standardized assessments. Sensor ...
Investigating the Relationship between Sleep and Wake Behavior using Machine Learning and Smart Home Sensors
Smart home technologies offer a unique opportunity to monitor individuals in a non-invasive manner. Because of this, they provide an ideal opportunity for pervasive healthcare. Smart homes provide the resident the freedom ...