4 papers
Hybrid Physics-AI Framework of Body Center of Mass Dynamics from Wrist-Worn Sensors
Shuhao Que, Valentina Breschi, Ying Wang
Wrist-worn IMU has been widely used for daily-life health monitoring. Yet, it does not fully represent whole-body dynamics, for which the body center of mass (COM) is considered th…
PM-EKF: A Physiological Model-Based Extended Kalman Filter for Daily-Life Physical Activity Energy Expenditure Estimation
Shuhao Que, Remco Poelarends, Valentina Breschi +1
Monitoring physical activity energy expenditure (PAEE) in daily life is essential for characterizing individual health and metabolic status. Although indirect calorimetry provides…
Synthetic Data Guided Feature Selection for Robust Activity Recognition in Older Adults
Shuhao Que, Dieuwke van Dartel, Ilse Heeringa +3
Physical activity during hip fracture rehabilitation is essential for mitigating long-term functional decline in geriatric patients. However, it is rarely quantified in clinical pr…
Accelerometry-based Energy Expenditure Estimation During Activities of Daily Living: A Comparison Among Different Accelerometer Compositions
Shuhao Que, Remco Poelarends, Peter Veltink +2
Physical activity energy expenditure (PAEE) can be measured from breath-by-breath respiratory data, which can serve as a reference. Alternatively, PAEE can be predicted from the bo…