Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?

• Egile Nagusiak: Yiyuan Zhang (Egilea), Xiangyu Wang (Egilea), Pengxuan Han (Egilea), Sabine Verschueren (Egilea), Wei Chen (Egilea), Bart Vanrumste (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2022-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

Assessment of physical performance is essential to predict the frailty level of older adults. The modified Physical Performance Test (mPPT) clinically assesses the performance of nine activities: <italic>standing balance</italic>, <italic>chair rising up &#x0026; down</itali...