Prediction of lower limb joint angles and moments during gait using artificial neural networks

Artificial neural network based ankle joint angle estimation using instrumented foot insoles

(2019) Saaveethya Sivakumar et al.   Biomedical Signal Processing and Control

P 037 – Prediction of moments from movements without force platforms using artificial neural networks: A pilot test

(2018) P. Osateerakun et al.   GAIT & POSTURE

Machine learning algorithms based on signals from a single wearable inertial sensor can detect surface- and age-related differences in walking

(2018) B. Hu et al.   JOURNAL OF BIOMECHANICS

Predicting athlete ground reaction forces and moments from motion capture

(2018) William R. Johnson et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Human knee joint walking pattern generation using computational intelligence techniques

(2018) João P. Ferreira et al.   NEURAL COMPUTING & APPLICATIONS

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

(2018) Tobias Zimmermann et al.   SENSORS

Deep inertial poser

(2018) Yinghao Huang et al.   ACM TRANSACTIONS ON GRAPHICS

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

(2018) Marion Mundt et al.   JOURNAL OF BIOMECHANICS

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

Measuring joint kinematics of treadmill walking and running: Comparison between an inertial sensor based system and a camera-based system

(2017) Corina Nüesch et al.   JOURNAL OF BIOMECHANICS

Identification of Biomechanical Risk Factors for the Development of Lower-Back Disorders during Manual Rebar Tying

(2017) Waleed Umer et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Identification of Biomechanical Risk Factors for the Development of Lower-Back Disorders during Manual Rebar Tying

(2017) Waleed Umer et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Validation of inertial measurement units with an optoelectronic system for whole-body motion analysis

(2016) Xavier Robert-Lachaine et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Non-Sagittal Knee Joint Kinematics and Kinetics during Gait on Level and Sloped Grounds with Unicompartmental and Total Knee Arthroplasty Patients

(2016) Igor Komnik et al.   PLoS One

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

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

Magnetometer-Augmented IMU Simulator: In-Depth Elaboration

(2015) Thomas Brunner et al.   SENSORS

Gait modification and optimization using neural network–genetic algorithm approach: Application to knee rehabilitation

(2014) Marzieh M. Ardestani et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Feed forward artificial neural network to predict contact force at medial knee joint: Application to gait modification

(2014) Marzieh M. Ardestani et al.   NEUROCOMPUTING

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

Prediction of ground reaction forces during gait based on kinematics and a neural network model

(2013) Seung Eel Oh et al.   JOURNAL OF BIOMECHANICS

A neural network model to predict knee adduction moment during walking based on ground reaction force and anthropometric measurements

(2012) Julien Favre et al.   JOURNAL OF BIOMECHANICS

Quantification of inertial sensor-based 3D joint angle measurement accuracy using an instrumented gimbal

(2011) A. Brennan et al.   GAIT & POSTURE

Analyzing human gait and posture by combining feature selection and kernel methods

(2011) Albert Samà et al.   NEUROCOMPUTING

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

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

Predicting lower limb joint kinematics using wearable motion sensors

(2008) A. Findlow 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