[HTML][HTML] 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 …

[HTML][HTML] Is this the real life, or is this just laboratory? A scoping review of IMU-based running gait analysis

LC Benson, AM Räisänen, CA Clermont, R Ferber - Sensors, 2022 - mdpi.com
Inertial measurement units (IMUs) can be used to monitor running biomechanics in real-
world settings, but IMUs are often used within a laboratory. The purpose of this scoping …

Flexible, stretchable, breathable and sweatproof all-nanofiber iontronic tactile sensor for continuous and comfortable knee joint motion monitoring

P Wang, J Liu, W Yu, G Li, C Meng, S Guo - Nano Energy, 2022 - Elsevier
Running improperly for an extended period of time will induce irreversible damage to knee
joints, which can bring about excruciating pains to joggers. Wearable sensors for continual …

Workload a-WEAR-ness: monitoring workload in team sports with wearable technology. A scoping review

LC Benson, AM Räisänen, VG Volkova… - Journal of Orthopaedic & …, 2020 - jospt.org
Objectives To (1) identify the wearable devices and associated metrics used to monitor
workload and assess injury risk,(2) describe the situations in which workload was monitored …

[HTML][HTML] Recent machine learning progress in lower limb running biomechanics with wearable technology: A systematic review

L Xiang, A Wang, Y Gu, L Zhao, V Shim… - Frontiers in …, 2022 - frontiersin.org
With the emergence of wearable technology and machine learning approaches, gait
monitoring in real-time is attracting interest from the sports biomechanics community. This …

[HTML][HTML] Automated accelerometer-based gait event detection during multiple running conditions

LC Benson, CA Clermont, R Watari, T Exley, R Ferber - Sensors, 2019 - mdpi.com
The identification of the initial contact (IC) and toe off (TO) events are crucial components of
running gait analyses. To evaluate running gait in real-world settings, robust gait event …

A hierarchical cluster analysis to determine whether injured runners exhibit similar kinematic gait patterns

S Jauhiainen, AJ Pohl, S Äyrämö… - … Journal of Medicine …, 2020 - Wiley Online Library
Previous studies have suggested that runners can be subgrouped based on homogeneous
gait patterns; however, no previous study has assessed the presence of such subgroups in a …

[HTML][HTML] Foot type classification using sensor-enabled footwear and 1D-CNN

Z Mei, K Ivanov, G Zhao, Y Wu, M Liu, L Wang - Measurement, 2020 - Elsevier
Poor selection of footwear, underestimation of foot health, sedentary life, and lack of
accessible foot screening can have significant long-term adverse effects on the health of …

[HTML][HTML] New considerations for collecting biomechanical data using wearable sensors: the effect of different running environments

LC Benson, CA Clermont, R Ferber - Frontiers in Bioengineering and …, 2020 - frontiersin.org
Traditionally, running biomechanics analyses have been conducted using 3D motion
capture during treadmill or indoor overground running. However, most runners complete …

[HTML][HTML] Tibial acceleration-based prediction of maximal vertical loading rate during overground running: a machine learning approach

R Derie, P Robberechts, P Van den Berghe… - … in bioengineering and …, 2020 - frontiersin.org
Ground reaction forces are often used by sport scientists and clinicians to analyze the
mechanical risk-factors of running related injuries or athletic performance during a running …