CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data

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

(2020) Marion Mundt et al.   Frontiers in Bioengineering and Biotechnology

Musculoskeletal model-based inverse dynamic analysis under ambulatory conditions using inertial motion capture

(2019) Angelos Karatsidis et al.   MEDICAL ENGINEERING & PHYSICS

Estimation of gait kinematics and kinetics from inertial sensor data using optimal control of musculoskeletal models

(2019) Eva Dorschky et al.   JOURNAL OF BIOMECHANICS

Rapid predictive simulations with complex musculoskeletal models suggest that diverse healthy and pathological human gaits can emerge from similar control strategies

(2019) Antoine Falisse et al.   Journal of the Royal Society Interface

Estimation of Knee Joint Forces in Sport Movements Using Wearable Sensors and Machine Learning

(2019) Bernd J. Stetter et al.   SENSORS

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

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

Learning inverse dynamics for human locomotion analysis

(2019) Petrissa Zell et al.   NEURAL COMPUTING & APPLICATIONS

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

Accurate Estimation of Running Temporal Parameters Using Foot-Worn Inertial Sensors

(2018) Mathieu Falbriard et al.   Frontiers in Physiology

Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities

(2018) Eni Halilaj et al.   JOURNAL OF BIOMECHANICS

Deep inertial poser

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

Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units

(2018) Markus Zrenner et al.   SENSORS

Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks

(2017) Julius Hannink et al.   IEEE Journal of Biomedical and Health Informatics

Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation

(2017) Jose Juan Dominguez Veiga et al.   JMIR mHealth and uHealth

Driving a musculoskeletal model with inertial and magnetic measurement units

(2013) Bart H.W. Koning et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

Relationship between jump landing kinematics and peak ACL force during a jump in downhill skiing: A simulation study

(2013) D. Heinrich et al.   SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS

Predictive musculoskeletal simulation using optimal control: effects of added limb mass on energy cost and kinematics of walking and running

(2012) Antonie J van den Bogert et al.   Proceedings of the Institution of Mechanical Engineers Part P-Journal of Sports Engineering and Technology

Activity identification using body-mounted sensors—a review of classification techniques

(2009) Stephen J Preece et al.   PHYSIOLOGICAL MEASUREMENT

Whole body inverse dynamics over a complete gait cycle based only on measured kinematics

(2008) Lei Ren et al.   JOURNAL OF BIOMECHANICS