Subproject C03

Subproject C03

Investigation of Postural Control Using Sensomotorically Extended Musculoskeletal Human Models

Novel postural control models of standing and walking are explored to characterize the components of dynamic balance control. For this purpose, clinically annotated standing and walking movements are used as input data, and muscle-actuated multi-body models are extended by a sensorimotor level. Neuromotor and control model parameters of (patho-)physiological movement are identified with the help of machine learning methods. Technical and clinical validation of the models will be performed. New EmpkinS measurement techniques will be transferred to the developed models as soon as possible.

 

From: https://doi.org/10.1186/s12984-023-01235-3

 

 

Contacts

Principal Investigators

Prof. Dr. Björn Eskofier

Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik

Prof. Dr.-Ing. Sandro Wartzack

Department of Mechanical Engineering
Institute of Engineering Design (KTmfk, Prof. Wartzack)

Dr.-Ing. Jörg Miehling

Department of Mechanical Engineering
Institute of Engineering Design (KTmfk, Prof. Wartzack)

Prof. Dr. med. Jürgen Winkler

Department of Neurology
Molekular-Neurologische Abteilung in der Neurologischen Klinik

Doctoral Candidates

Sophie Fleischmann, M. Sc.

Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik

Julian Shanbhag, M.Sc

Department of Mechanical Engineering
Institute of Engineering Design (KTmfk, Prof. Wartzack)

Others

Prof. Dr. Jochen Klucken

Associated Member

Université du Luxembourg
Digital Medicine

 

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