Wearables for running gait analysis: A systematic review

R Mason, LT Pearson, G Barry, F Young, O Lennon… - Sports Medicine, 2023 - Springer
Background Running gait assessment has traditionally been performed using subjective
observation or expensive laboratory-based objective technologies, such as three …

Biomechanical response of the lower extremity to running-induced acute fatigue: a systematic review

S Apte, G Prigent, T Stöggl, A Martínez… - Frontiers in …, 2021 - frontiersin.org
Objective: To investigate (i) typical protocols used in research on biomechanical response to
running-induced fatigue,(ii) the effect of sport-induced acute fatigue on the biomechanics of …

CNN-based estimation of sagittal plane walking and running biomechanics from measured and simulated inertial sensor data

E Dorschky, M Nitschke, CF Martindale… - … in bioengineering and …, 2020 - frontiersin.org
Machine learning is a promising approach to evaluate human movement based on
wearable sensor data. A representative dataset for training data-driven models is crucial to …

Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning

WR Johnson, A Mian, MA Robinson… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Objective: Monitoring athlete internal workload exposure, including prevention of
catastrophic non-contact knee injuries, relies on the existence of a custom early-warning …

Validity and reliability of inertial measurement units on lower extremity kinematics during running: A systematic review and meta-analysis

Z Zeng, Y Liu, X Hu, M Tang, L Wang - Sports Medicine-Open, 2022 - Springer
Abstract Background Inertial measurement units (IMUs) are useful in monitoring running and
alerting running-related injuries in various sports settings. However, the quantitative …

Comparison of gait characteristics between clinical and daily life settings in children with cerebral palsy

L Carcreff, CN Gerber, A Paraschiv-Ionescu… - Scientific reports, 2020 - nature.com
Gait assessments in standardized settings, as part of the clinical follow-up of children with
cerebral palsy (CP), may not represent gait in daily life. This study aimed at comparing gait …

The accuracy of commercially available instrumented insoles (ARION) for measuring spatiotemporal running metrics

B Van Hooren, P Willems, G Plasqui… - … Journal of Medicine & …, 2023 - Wiley Online Library
Spatiotemporal metrics such as step frequency have been associated with running injuries
in some studies. Wearables can measure these metrics and provide real‐time feedback in …

On-field player workload exposure and knee injury risk monitoring via deep learning

WR Johnson, A Mian, DG Lloyd, JA Alderson - Journal of biomechanics, 2019 - Elsevier
In sports analytics, an understanding of accurate on-field 3D knee joint moments (KJM)
could provide an early warning system for athlete workload exposure and knee injury risk …

Does site matter? impact of inertial measurement unit placement on the validity and reliability of stride variables during running: a systematic review and meta-analysis

BJ Horsley, PJ Tofari, SL Halson, JG Kemp, J Dickson… - Sports Medicine, 2021 - Springer
Abstract Background Inertial measurement units (IMUs) are used for running gait analysis in
a variety of sports. These sensors have been attached at various locations to capture stride …

Technology innovation and guardrails in elite sport: the future is now

F Guppy, B Muniz-Pardos, K Angeloudis, GV Grivas… - Sports Medicine, 2023 - Springer
A growing number of companies are developing or using wearable sensor technologies that
can monitor, analyse and transmit data from humans in real time that can be used by the …