Enhancing Free-Living Fall Risk Assessment: Contextualizing Mobility Based IMU Data by Jason Moore, Samuel Stuart, Peter McMeekin, Richard Walker, Yunus Celik, Matthew Pointon, Alan Godfrey

“…Here, a case study is used to explore and discuss how contemporary video-based wearables could be used to supplement arising mobility-based IMU gait data to better inform habitual fall risk assessment. A single stroke survivor was recruited, and he conducted a series of mobility tasks in a lab and beyond while wearing video-based glasses and a single IMU. …”
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Improving Inertial Sensor-Based Activity Recognition in Neurological Populations by Yunus Celik, M. Fatih Aslan, Kadir Sabanci, Sam Stuart, Wai Lok Woo, Alan Godfrey

“…The framework produces images from numerical inertial time-series data (initial state) and then artificially augments the number of produced images (enhanced state) to achieve a larger dataset. …”
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