Validity of a Smartphone App Using Artificial Intelligence for the Real-Time Measurement of Barbell Velocity in the Bench Press Exercise

台式压力机 最多一次重复 可靠性(半导体) 数学 模拟 计算机科学 物理疗法 阻力训练 物理 医学 量子力学 功率(物理)
作者
Carlos Balsalobre‐Fernández,Jiaqing Xu,Paul Jarvis,Steve Thompson,Kyran Tannion,Chris Bishop
出处
期刊:Journal of Strength and Conditioning Research [Lippincott Williams & Wilkins]
卷期号:37 (12): e640-e645 被引量:4
标识
DOI:10.1519/jsc.0000000000004593
摘要

Abstract Balsalobre-Fernández, C, Xu, J, Jarvis, P, Thompson, S, Tannion, K, and Bishop, C. Validity of a smartphone app using artificial intelligence for the real-time measurement of barbell velocity in the bench press exercise. J Strength Cond Res 37(12): e640–e645, 2023—The purpose of this study was to explore the validity and within-session reliability of the newly developed My Jump Lab application (app), which uses artificial intelligence techniques to monitor barbell velocity in real time. Twenty-seven sport science students performed 5 repetitions at 50 and 75% of their self-reported bench press 1 repetition maximum (1RM) during a single testing session, whereas barbell velocity was concurrently measured using the app (installed on an iPhone 12 Pro) and the GymAware linear position transducer (LPT). A very high correlation was observed between devices at each loading condition (50% 1RM: r = 0.90 [0.82–0.97]; 75% 1RM: r = 0.92 [0.86–0.98]). Results showed trivial differences between the app and LPT at both 50% 1RM ( g = −0.06) and 75% 1RM ( g = −0.12). Bland-Altman analysis showed a bias estimate of −0.010 m·s −1 and −0.026 m·s −1 for the 50 and 75% 1RM, respectively. Finally, similar levels of reliability, as revealed by the coefficient of variation, were observed for both devices (50% 1RM: LPT = 6.52%, app = 8.17%; 75% 1RM: LPT = 12.10%, app = 13.55%). Collectively, the findings of this study support the use of My Jump Lab for the measurement of real-time barbell velocity in the bench press exercise.

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