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The use of wearable devices for walking and running gait analysis outside of the lab: A systematic review

Gait & posture, 2018-06, Vol.63, p.124-138

2018

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Wearable Sensor Data to Track Subject-Specific Movement Patterns Related to Clinical Outcomes Using a Machine Learning Approach

Sensors (Basel, Switzerland), 2018-08, Vol.18 (9), p.2828

2018

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Is This the Real Life, or Is This Just Laboratory? A Scoping Review of IMU-Based Running Gait Analysis

Sensors (Basel, Switzerland), 2022-02, Vol.22 (5), p.1722

2022

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Running patterns for male and female competitive and recreational runners based on accelerometer data

Journal of sports sciences, 2019-01, Vol.37 (2), p.204-211

2019

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Kinematic gait patterns in healthy runners: A hierarchical cluster analysis

Journal of biomechanics, 2015-11, Vol.48 (14), p.3897-3904

2015

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Automated Accelerometer-Based Gait Event Detection During Multiple Running Conditions

Sensors (Basel, Switzerland), 2019-03, Vol.19 (7), p.1483

2019

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Using wearable sensors to classify subject-specific running biomechanical gait patterns based on changes in environmental weather conditions

PloS one, 2018-09, Vol.13 (9), p.e0203839-e0203839

2018

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

Scandinavian journal of medicine & science in sports, 2020-04, Vol.30 (4), p.732-740

2020

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Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Journal of medical and biological engineering, 2018, Vol.38 (2), p.244-260

2018

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Age related changes in skin sensitivity assessed with smartphone vibration testing

Scientific reports, 2024-08, Vol.14 (1), p.17836-12, Article 17836

2024

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The effect of running speed on joint coupling coordination and its variability in recreational runners

Human movement science, 2019-08, Vol.66, p.449-458

2019

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Gender and age-related differences in bilateral lower extremity mechanics during treadmill running

PloS one, 2014-08, Vol.9 (8), p.e105246-e105246

2014

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Effects of running experience on coordination and its variability in runners

Journal of sports sciences, 2018-02, Vol.36 (3), p.272-278

2018

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Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed

Sensors (Basel, Switzerland), 2022-05, Vol.22 (11), p.4129

2022

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Validity and reliability of a smartphone motion analysis app for lower limb kinematics during treadmill running

Physical therapy in sport, 2020-05, Vol.43, p.27-35

2020

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Kinematic Gait Patterns in Competitive and Recreational Runners

Journal of applied biomechanics, 2017-08, Vol.33 (4), p.268-276

2017

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Effect of an unstable shoe construction on lower extremity gait characteristics

Clinical biomechanics (Bristol), 2006, Vol.21 (1), p.82-88

2006

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Why machine learning (ML) has failed physical activity research and how we can improve

BMJ Open Sport & Exercise Medicine, 2022-03, Vol.8 (1), p.e001259-e001259

2022

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Between-Limb Kinematic Asymmetry During Gait in Unilateral and Bilateral Mild to Moderate Knee Osteoarthritis

Archives of physical medicine and rehabilitation, 2013-11, Vol.94 (11), p.2241-2247

2013

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Gait Biomechanics and Patient-Reported Function as Predictors of Response to a Hip Strengthening Exercise Intervention in Patients with Knee Osteoarthritis

PloS one, 2015-10, Vol.10 (10), p.e0139923-e0139923

2015

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Walking with head-mounted virtual and augmented reality devices: Effects on position control and gait biomechanics

PloS one, 2019-12, Vol.14 (12), p.e0225972-e0225972

2019

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New Considerations for Collecting Biomechanical Data Using Wearable Sensors: How Does Inclination Influence the Number of Runs Needed to Determine a Stable Running Gait Pattern?

Sensors (Basel, Switzerland), 2019-06, Vol.19 (11), p.2516

2019

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Evaluation of a Restoration Algorithm Applied to Clipped Tibial Acceleration Signals

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4609

2023

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Runners with patellofemoral pain demonstrate sub-groups of pelvic acceleration profiles using hierarchical cluster analysis: an exploratory cross-sectional study

BMC musculoskeletal disorders, 2018-04, Vol.19 (1), p.120-120, Article 120

2018

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

Journal of sport and health science, 2019-05, Vol.8 (3), p.249-257

2019

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The use of wearable devices for walking and running gait analysis outside of the lab: A systematic review

Wearable Sensor Data to Track Subject-Specific Movement Patterns Related to Clinical Outcomes Using a Machine Learning Approach

Is This the Real Life, or Is This Just Laboratory? A Scoping Review of IMU-Based Running Gait Analysis

Running patterns for male and female competitive and recreational runners based on accelerometer data

Kinematic gait patterns in healthy runners: A hierarchical cluster analysis

Automated Accelerometer-Based Gait Event Detection During Multiple Running Conditions

Using wearable sensors to classify subject-specific running biomechanical gait patterns based on changes in environmental weather conditions

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

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Age related changes in skin sensitivity assessed with smartphone vibration testing

The effect of running speed on joint coupling coordination and its variability in recreational runners

Gender and age-related differences in bilateral lower extremity mechanics during treadmill running

Effects of running experience on coordination and its variability in runners

Between-Day Reliability of Commonly Used IMU Features during a Fatiguing Run and the Effect of Speed

Validity and reliability of a smartphone motion analysis app for lower limb kinematics during treadmill running

Kinematic Gait Patterns in Competitive and Recreational Runners

Effect of an unstable shoe construction on lower extremity gait characteristics

Why machine learning (ML) has failed physical activity research and how we can improve

Between-Limb Kinematic Asymmetry During Gait in Unilateral and Bilateral Mild to Moderate Knee Osteoarthritis

Gait Biomechanics and Patient-Reported Function as Predictors of Response to a Hip Strengthening Exercise Intervention in Patients with Knee Osteoarthritis

Walking with head-mounted virtual and augmented reality devices: Effects on position control and gait biomechanics

New Considerations for Collecting Biomechanical Data Using Wearable Sensors: How Does Inclination Influence the Number of Runs Needed to Determine a Stable Running Gait Pattern?

Evaluation of a Restoration Algorithm Applied to Clipped Tibial Acceleration Signals

Runners with patellofemoral pain demonstrate sub-groups of pelvic acceleration profiles using hierarchical cluster analysis: an exploratory cross-sectional study

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

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