Explaining the differences of gait patterns between high and low-mileage runners with machine learning

D Xu, W Quan, H Zhou, D Sun, JS Baker, Y Gu - Scientific reports, 2022 - nature.com
Running gait patterns have implications for revealing the causes of injuries between higher-
mileage runners and low-mileage runners. However, there is limited research on the …

Extracting spatial knowledge from track and field broadcasts for monocular 3D human pose estimation

T Baumgartner, B Paassen, S Klatt - Scientific Reports, 2023 - nature.com
Collecting large datasets for investigations into human locomotion is an expensive and labor-
intensive process. Methods for 3D human pose estimation in the wild are becoming …

Measurement and reporting of footwear characteristics in running biomechanics: A systematic search and narrative synthesis of contemporary research methods

C Ramsey, B Peterson, K Hebert-Losier - Sports Biomechanics, 2023 - Taylor & Francis
This review aimed to synthesise the methods for assessing and reporting footwear
characteristics among studies evaluating the effect of footwear on running biomechanics …

Sacral acceleration can predict whole-body kinetics and stride kinematics across running speeds

RS Alcantara, EM Day, ME Hahn, AM Grabowski - PeerJ, 2021 - peerj.com
Background Stress fractures are injuries caused by repetitive loading during activities such
as running. The application of advanced analytical methods such as machine learning to …

Kinematic gait patterns in competitive and recreational runners

CA Clermont, ST Osis… - Journal of applied …, 2017 - journals.humankinetics.com
Certain homogeneous running subgroups demonstrate distinct kinematic patterns in
running; however, the running mechanics of competitive and recreational runners are not …

New considerations for wearable technology data: changes in running biomechanics during a marathon

CA Clermont, LC Benson… - Journal of Applied …, 2019 - journals.humankinetics.com
The purpose of this study was to use wearable technology data to quantify alterations in
subject-specific running patterns throughout a marathon race and to determine if runners …

Bilateral asymmetry of running gait in competitive, recreational and novice runners at different speeds

S Mo, FOY Lau, AKY Lok, ZYS Chan, JH Zhang… - Human movement …, 2020 - Elsevier
The mechanisms and underlying causes of bilateral asymmetry among healthy runners of
different levels remain unclear. This cross-sectional laboratory study aimed to investigate the …

Kinematics of recreational male runners in “super”, minimalist and habitual shoes

K Hébert-Losier, SJ Finlayson, PF Lamb… - Journal of Sports …, 2022 - Taylor & Francis
We conducted an exploratory analysis to compare running kinematics of 16 male
recreational runners wearing Nike Vaporfly 4%(VP4), Saucony Endorphin racing flat (FLAT) …

Supplement intake in half-marathon,(ultra-) marathon and 10-km runners–results from the NURMI study (Step 2)

W Katharina, M Mohamad, T Derrick… - Journal of the …, 2021 - Taylor & Francis
The primary nutritional challenge facing endurance runners is meeting the nutrient
requirements necessary to optimize the performance and recovery of prolonged training …

[HTML][HTML] Classification of higher-and lower-mileage runners based on running kinematics

CA Clermont, A Phinyomark, ST Osis… - Journal of Sport and Health …, 2019 - Elsevier
Background Running-related overuse injuries can result from the combination of extrinsic
(eg, running mileage) and intrinsic risk factors (eg, biomechanics and gender), but the …