Technical validation of real-world monitoring of gait: a multicentric observational study

• Sarah Koch,
• Clint Hansen,
• Walter Maetzler,
• Anne-Elie Carsin,
• Kristin Taraldsen,
• Kamiar Aminian,
• Clemens Becker,
• Lorenzo Chiari,
• Anisoara Paraschiv-Ionescu,
• Jorunn L Helbostad,
• Beatrix Vereijken,
• Lynn Rochester,
• Philip Brown,
• Judith Garcia Aymerich,
• David Singleton,
• Basil Sharrack,
• Brian Caulfield,
• Ellen Buckley,
• Claudia Mazza,
• Nikolaos Chynkiamis,
• Felix Kluge,
• M Encarna Micó-Amigo,
• Francesca Salis,
• Lars Schwickert,
• Kirsty Scott,
• Ioannis Vogiatzis,
• Alison Yarnall,
• Alison Keogh,
• Silvia Del Din,
• Björn Eskofier,
• Lisa Alcock,
• Stefano Bertuletti,
• Tecla Bonci,
• Marina Brozgol,
• Marco Caruso,
• Andrea Cereatti,
• Fabio Ciravegna,
• Jordi Evers,
• Eran Gazit,
• Jeffrey M Hausdorff,
• Hugo Hiden,
• Emily Hume,
• Neil Ireson,
• Cameron Kirk,
• Arne Küderle,
• Vitaveska Lanfranchi,
• Arne Mueller,
• Isabel Neatrour,
• Martijn Niessen,
• Luca Palmerini,
• Lucas Pluimgraaff,
• Luca Reggi,
• Henrik Sillen,
• Abolfazi Soltani,
• Martin Ullrich,
• Linda Van Gelder,
• Elke Warmerdam

Affiliations

Sarah Koch

ISGlobal, Barcelona, Spain

Clint Hansen

Department of Neurology, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany

Walter Maetzler

Department of Neurology, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany

Anne-Elie Carsin

ISGlobal, Barcelona, Spain

Kristin Taraldsen

Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway

Kamiar Aminian

Laboratory of Movement Analysis and Measurement, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland

Clemens Becker

Robert Bosch Gesellschaft für Medizinische Forschung, Stuttgart, Germany

Lorenzo Chiari

Department of Electrical, Electronic and Information Engineering «Guglielmo Marconi», University of Bologna, Bologna, Italy

Anisoara Paraschiv-Ionescu

Laboratory of Movement Analysis and Measurement, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland

Jorunn L Helbostad

Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway

Beatrix Vereijken

Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway

Lynn Rochester

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Philip Brown

The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK

Judith Garcia Aymerich

ISGlobal, Barcelona, Spain

David Singleton

Insight Centre for Data Analytics, O’Brien Science Centre, University College Dublin, Dublin, Ireland

Basil Sharrack

Department of Neuroscience and Sheffield NIHR Translational Neuroscience BRC, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK

Brian Caulfield

Insight Centre for Data Analytics, O’Brien Science Centre, University College Dublin, Dublin, Ireland

Ellen Buckley

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Claudia Mazza

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Nikolaos Chynkiamis

Department of Sport, Exercise and Rehabilitation, Northumbria University Newcastle, Newcastle upon Tyne, UK

Felix Kluge

Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

M Encarna Micó-Amigo

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Francesca Salis

Department of Biomedical Sciences, University of Sassari, Sassari, Sardegna, Italy

Lars Schwickert

Robert Bosch Gesellschaft für Medizinische Forschung, Stuttgart, Germany

Kirsty Scott

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Ioannis Vogiatzis

Department of Sport, Exercise and Rehabilitation, Northumbria University Newcastle, Newcastle upon Tyne, UK

Alison Yarnall

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Alison Keogh

Insight Centre for Data Analytics, O’Brien Science Centre, University College Dublin, Dublin, Ireland

Silvia Del Din

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Björn Eskofier

Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

Lisa Alcock

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Stefano Bertuletti

Department of Biomedical Sciences, University of Sassari, Sassari, Sardegna, Italy

Tecla Bonci

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Marina Brozgol

Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel

Marco Caruso

Dipartimento di Elettronica e Telecomunicazioni, Politecnico di Torino, Torino, Italy

Andrea Cereatti

Dipartimento di Elettronica e Telecomunicazioni, Politecnico di Torino, Torino, Italy

Fabio Ciravegna

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Jordi Evers

McRoberts BV, Den Haag, Zuid-Holland, Netherlands

Eran Gazit

Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel

Jeffrey M Hausdorff

Center for the Study of Movement, Cognition and Mobility, Neurological Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel

Hugo Hiden

School of Computing, Newcastle University, Newcastle upon Tyne, UK

Emily Hume

Department of Sport, Exercise and Rehabilitation, Northumbria University Newcastle, Newcastle upon Tyne, UK

Neil Ireson

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Cameron Kirk

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Arne Küderle

Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

Vitaveska Lanfranchi

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Arne Mueller

Novartis Institutes of Biomedical Research, Novartis Pharma AG, Basel, Switzerland

Isabel Neatrour

Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK

Martijn Niessen

McRoberts BV, Den Haag, Zuid-Holland, Netherlands

Luca Palmerini

Department of Electrical, Electronic and Information Engineering «Guglielmo Marconi», University of Bologna, Bologna, Italy

Lucas Pluimgraaff

McRoberts BV, Den Haag, Zuid-Holland, Netherlands

Luca Reggi

Health Sciences and Technologies—Interdepartmental Center for Industrial Research (CIRI-SDV), University of Bologna, Bologna, Italy

Henrik Sillen

Digital Health R&D, AstraZeneca Sweden, Sodertalje, Sweden

Abolfazi Soltani

Laboratory of Movement Analysis and Measurement, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland

Martin Ullrich

Machine Learning and Data Analytics Lab, Department of Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

Linda Van Gelder

INSIGNEO Institute for in silico Medicine, The University of Sheffield, Sheffield, UK

Elke Warmerdam

Department of Neurology, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany