Otago Exercises Monitoring for Older Adults by a Single IMU and Hierarchical Machine Learning Models

• Main Authors: Meng Shang (Author), Lenore Dedeyne (Author), Jolan Dupont (Author), Laura Vercauteren (Author), Nadjia Amini (Author), Laurence Lapauw (Author), Evelien Gielen (Author), Sabine Verschueren (Author), Carolina Varon (Author), Walter De Raedt (Author), Bart Vanrumste (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Otago Exercise Program (OEP) is a rehabilitation program for older adults to improve frailty, sarcopenia, and balance. Accurate monitoring of patient involvement in OEP is challenging, as self-reports (diaries) are often unreliable. The development of wearable sensors and their use in Human Activity...