Estimation of Gait Mechanics Based on Simulated and Measured IMU Data Using an Artificial Neural Network

Explaining the unique nature of individual gait patterns with deep learning

(2019) Fabian Horst et al.   Scientific Reports

An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks

(2019) Arnd Koeppe et al.   ACTA MECHANICA

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

(2019) William R. Johnson et al.   JOURNAL OF BIOMECHANICS

Intelligent prediction of kinetic parameters during cutting manoeuvres

(2019) Marion Mundt et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Walking with rollator: a systematic review of gait parameters in older persons

(2019) Marion Mundt et al.   European Review of Aging and Physical Activity

Predicting Athlete Ground Reaction Forces and Moments from Spatio-temporal Driven CNN Models

(2018) William Robert Johnson et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Validity, Test-Retest Reliability and Long-Term Stability of Magnetometer Free Inertial Sensor Based 3D Joint Kinematics

(2018) Wolfgang Teufl et al.   SENSORS

IMU-to-Segment Assignment and Orientation Alignment for the Lower Body Using Deep Learning

(2018) Tobias Zimmermann et al.   SENSORS

Estimation of Vertical Ground Reaction Forces and Sagittal Knee Kinematics During Running Using Three Inertial Sensors

(2018) Frank J. Wouda et al.   Frontiers in Physiology

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

(2018) Dylan Kobsar et al.   SENSORS

Assessment of the measurement accuracy of inertial sensors during different tasks of daily living

(2018) Marion Mundt et al.   JOURNAL OF BIOMECHANICS

A Simple, Low-Cost and Efficient Gait Analyzer for Wearable Healthcare Applications

(2018) Sumit Majumder et al.   IEEE SENSORS JOURNAL

Accuracy and repeatability of single-pose calibration of inertial measurement units for whole-body motion analysis

(2017) Xavier Robert-Lachaine et al.   GAIT & POSTURE

A systematic review of gait analysis methods based on inertial sensors and adaptive algorithms

(2017) Rafael Caldas et al.   GAIT & POSTURE

25 years of lower limb joint kinematics by using inertial and magnetic sensors: A review of methodological approaches

(2017) Pietro Picerno   GAIT & POSTURE

Measurement of Walking Ground Reactions in Real-Life Environments: A Systematic Review of Techniques and Technologies

(2017) Erfan Shahabpoor et al.   SENSORS

Alignment-Free, Self-Calibrating Elbow Angles Measurement Using Inertial Sensors

(2017) Philipp Muller et al.   IEEE Journal of Biomedical and Health Informatics

A Novel Biomechanical Model-Aided IMU/UWB Fusion for Magnetometer-Free Lower Body Motion Capture

(2017) Shaghayegh Zihajehzadeh et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

The need to approximate the use-case in clinical machine learning

(2017) Sohrab Saeb et al.   GigaScience

Estimation of Ground Reaction Forces and Moments During Gait Using Only Inertial Motion Capture

(2016) Angelos Karatsidis et al.   SENSORS

Dealing with Magnetic Disturbances in Human Motion Capture: A Survey of Techniques

(2016) Gabriele Ligorio et al.   Micromachines

Motion analysis of patients after knee arthroplasty during activities of daily living – A systematic review

(2015) I. Komnik et al.   GAIT & POSTURE

Anatomical calibration for wearable motion capture systems: Video calibrated anatomical system technique

(2015) Maria Cristina Bisi et al.   MEDICAL ENGINEERING & PHYSICS

Sensitivity analysis of human lower extremity joint moments due to changes in joint kinematics

(2015) Marzieh M. Ardestani et al.   MEDICAL ENGINEERING & PHYSICS

Magnetometer-Augmented IMU Simulator: In-Depth Elaboration

(2015) Thomas Brunner et al.   SENSORS

Towards clinical application: Repetitive sensor position re-calibration for improved reliability of gait parameters

(2014) Daniel Hamacher et al.   GAIT & POSTURE

Experimental evaluation of accuracy and repeatability of a novel body-to-sensor calibration procedure for inertial sensor-based gait analysis

(2014) Eduardo Palermo et al.   MEASUREMENT

Post-trial anatomical frame alignment procedure for comparison of 3D joint angle measurement from magnetic/inertial measurement units and camera-based systems

(2014) Qingguo Li et al.   PHYSIOLOGICAL MEASUREMENT

IMU-Based Joint Angle Measurement for Gait Analysis

(2014) Thomas Seel et al.   SENSORS

Human lower extremity joint moment prediction: A wavelet neural network approach

(2013) Marzieh Mostafavizadeh Ardestani et al.   EXPERT SYSTEMS WITH APPLICATIONS

Magnetic distortion in motion labs, implications for validating inertial magnetic sensors

(2009) W.H.K. de Vries et al.   GAIT & POSTURE

Functional calibration procedure for 3D knee joint angle description using inertial sensors

(2009) J. Favre et al.   JOURNAL OF BIOMECHANICS

First in vivo assessment of “Outwalk”: a novel protocol for clinical gait analysis based on inertial and magnetic sensors

(2009) Alberto Ferrari et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Predicting lower limb joint kinematics using wearable motion sensors

(2008) A. Findlow et al.   GAIT & POSTURE

Joint kinematics estimate using wearable inertial and magnetic sensing modules

(2008) Pietro Picerno et al.   GAIT & POSTURE

An Instance-Based Algorithm With Auxiliary Similarity Information for the Estimation of Gait Kinematics From Wearable Sensors

(2008) J.Y. Goulermas et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS