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

Marion Mundt, Arnd Koeppe, Sina David, +4

Frontiers in Bioengineering and Biotechnology

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

Marion Mundt, W Thomsen, Tom Witter, +5

Medical & Biological Engineering & Computing

Gait AnalysisMovement BiomechanicsMotor ControlOrthopaedic SurgeryMovement Analysis +15

A Comparison of Three Neural Network Approaches for Estimating Joint Angles and Moments from Inertial Measurement Units

Marion Mundt, William R. Johnson, Wolfgang Potthast, +3

Sensors

Prediction of ground reaction force and joint moments based on optical motion capture data during gait

Marion Mundt, Arnd Koeppe, Sina David, +3

Medical Engineering & Physics

Understanding cutting maneuvers – The mechanical consequence of preparatory strategies and foot strike pattern

Sina David, Marion Mundt, Igor Komnik, +1

Human Movement Science

Preparatory StrategiesDanceKinesiologyMechanical ControlEngineering +9

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

Marion Mundt, W Thomsen, Sina David, +4

Journal of Biomechanics

Physical ActivityEngineeringMeasurementAccelerometerWearable Technology +14

Artificial Neural Networks in Motion Analysis—Applications of Unsupervised and Heuristic Feature Selection Techniques

Marion Mundt, Arnd Koeppe, Franz Bamer, +2

Sensors

Gait AnalysisEngineeringMachine LearningHuman Pose Estimation3D Pose Estimation +23

Estimating Ground Reaction Forces from Two-Dimensional Pose Data: A Biomechanics-Based Comparison of AlphaPose, BlazePose, and OpenPose

Marion Mundt, Zachery Born, Molly Goldacre, +1

Sensors

EngineeringHuman Pose Estimation3D Pose EstimationMechanical EngineeringBiometrics +31

Intelligent prediction of kinetic parameters during cutting manoeuvres

Marion Mundt, Sina David, Arnd Koeppe, +3

Medical & Biological Engineering & Computing

EngineeringIndustrial EngineeringMaterial MachiningTool WearAutomation +7

Biomechanical testing of a PEEK-based dynamic instrumentation device in a lumbar spine model

Christian Herren, Agnes Beckmann, Sabine Meyer, +10

Clinical Biomechanics

Lumbar SpineEngineeringLumbar Spine ModelSpinal BiomechanicsBiomechanics +6