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

Frank J. Wouda, Matteo Giuberti, Giovanni Bellusci, +4

Frontiers in Physiology

Upright PostureGait AnalysisHealthy SubjectsAccelerometerWearable Technology +19

Body-Sensor-Network-Based Kinematic Characterization and Comparative Outlook of UPDRS Scoring in Leg Agility, Sit-to-Stand, and Gait Tasks in Parkinson's Disease

Federico Parisi, Gianluigi Ferrari, Matteo Giuberti, +5

IEEE Journal of Biomedical and Health Informatics

Gait AnalysisUpdrs ScoringAccelerometerWearable TechnologyMovement Biomechanics +20

Estimation of Full-Body Poses Using Only Five Inertial Sensors: An Eager or Lazy Learning Approach?

Frank J. Wouda, Matteo Giuberti, Giovanni Bellusci

Sensors

EngineeringMachine LearningHuman Pose EstimationLazy Learning Approach3D Pose Estimation +23

Inertial BSN-Based Characterization and Automatic UPDRS Evaluation of the Gait Task of Parkinsonians

Federico Parisi, Gianluigi Ferrari, Matteo Giuberti, +5

IEEE Transactions on Affective Computing

Gait AnalysisWearable TechnologyAutomatic Updrs EvaluationMotor ControlMovement Analysis +21

Automatic UPDRS Evaluation in the Sit-to-Stand Task of Parkinsonians: Kinematic Analysis and Comparative Outlook on the Leg Agility Task

Matteo Giuberti, Gianluigi Ferrari, Laura Contin, +4

IEEE Journal of Biomedical and Health Informatics

Upright PostureGait AnalysisAutomatic Updrs EvaluationMotor ControlMovement Analysis +18

Assigning UPDRS Scores in the Leg Agility Task of Parkinsonians: Can It Be Done Through BSN-Based Kinematic Variables?

Matteo Giuberti, Gianluigi Ferrari, Laura Contin, +4

IEEE Internet of Things Journal

Gait AnalysisUpdrs ScoresAccelerometerWearable TechnologyMotor Control +21

On the Validity of Different Motion Capture Technologies for the Analysis of Running

Frank J. Wouda, Matteo Giuberti, Giovanni Bellusci, +4

Gait AnalysisPhysical ActivityAccelerometerWearable TechnologyMotor Control +19

Linking UPDRS Scores and Kinematic Variables in the Leg Agility Task of Parkinsonians

Matteo Giuberti, Gianluigi Ferrari, Laura Contin, +4

Gait AnalysisUpdrs ScoresPhysical ActivityAccelerometerMovement Analysis +18

Time Coherent Full-Body Poses Estimated Using Only Five Inertial Sensors: Deep versus Shallow Learning

Frank J. Wouda, Matteo Giuberti, Nina Rudigkeit, +3

Sensors