Industrial Academic Initial Training Network towards specific diagnosis and treatment of age-related gait and balance deficits

Deliverables

Analysis of data and manuscript finished

WP4 ESR projects: Manuscripts for publications

WP4 ESR projects Manuscripts for publications

WP3 ESRs preparation for theses defences

Results collected, drafting of the manuscript started

Results collected drafting of the manuscript started

WP4 ESRs preparation for theses defences

List of complementary mentors

WP 2 ESR projects: Manuscripts for publications

ESR projects: Manuscripts for publications

WP3 ESR projects: Manuscripts for publications

ESR projects: Manuscripts for publications

WP2 ESRs preparation for theses defences

ESRs preparation for theses defences

Innovation Incubator

Public engagement activities

Public engagement activities, at least one activity per fellow and year

Meeting 1

Meeting 2

Overall recruitment

Overall recruitment finished

Training: Business skills

Training week 1

Meeting 3

Training: Project management

Training week 3

Final meeting/Innovation Fair

Training week 2

Publications on Keep Control website

Keep Control website

Keep Control website up an running

Publications

Quantification of Arm Swing during Walking in Healthy Adults and Parkinson’s Disease Patients: Wearable Sensor-Based Algorithm Development and Validation

Author(s): Elke Warmerdam, Robbin Romijnders, Julius Welzel, Clint Hansen, Gerhard Schmidt, Walter Maetzler
Published in: Sensors, 20/20, 2020, Page(s) 5963, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20205963

Can dual-task paradigms predict Falls better than single task? – A systematic literature review

Author(s): Madli Bayot, Kathy Dujardin, Lucile Dissaux, Céline Tard, Luc Defebvre, Cédrick T. Bonnet, Etienne Allart, Gilles Allali, Arnaud Delval
Published in: Neurophysiologie Clinique, 50/6, 2020, Page(s) 401-440, ISSN 0987-7053
Publisher: Elsevier Masson
DOI: 10.1016/j.neucli.2020.10.008

Toward a remote assessment of walking bout and speed: application in patients with multiple sclerosis

Author(s): Arash Atrsaei, Farzin Dadashi, Benoit Mariani, Roman Gonzenbach, Kamiar Aminian
Published in: IEEE Journal of Biomedical and Health Informatics, 2021, Page(s) 1-1, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2021.3076707

The underlying mechanisms of improved balance after one and ten sessions of balance training in older adults

Author(s): Leila Alizadehsaravi, Ruud A.J. Koster, Wouter Muijres, Huub Maas, Sjoerd M. Bruijn, Jaap H. van Dieen
Published in: Human Movement Science, 2021, Page(s) 102910, ISSN 0167-9457
Publisher: Elsevier BV
DOI: 10.1016/j.humov.2021.102910

Initial center of pressure position prior to anticipatory postural adjustments during gait initiation in people with Parkinson's disease with freezing of gait

Author(s): Madli Bayot, Arnaud Delval, Caroline Moreau, Luc Defebvre, Clint Hansen, Walter Maetzler, Christian Schlenstedt
Published in: Parkinsonism & Related Disorders, 84, 2021, Page(s) 8-14, ISSN 1353-8020
Publisher: Elsevier BV
DOI: 10.1016/j.parkreldis.2021.01.012

Gait Analysis with Wearables Can Accurately Classify Fallers from Non-Fallers: A Step toward Better Management of Neurological Disorders

Author(s): Rana Zia Ur Rehman, Yuhan Zhou, Silvia Del Din, Lisa Alcock, Clint Hansen, Yu Guan, Tibor Hortobágyi, Walter Maetzler, Lynn Rochester, Claudine J. C. Lamoth
Published in: Sensors, 20/23, 2020, Page(s) 6992, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20236992

Validation of IMU-based gait event detection during curved walking and turning in older adults and Parkinson’s Disease patients

Author(s): Robbin Romijnders, Elke Warmerdam, Clint Hansen, Julius Welzel, Gerhard Schmidt, Walter Maetzler
Published in: Journal of NeuroEngineering and Rehabilitation, 18/1, 2021, ISSN 1743-0003
Publisher: BioMed Central
DOI: 10.1186/s12984-021-00828-0

Postural transitions detection and characterization in healthy and patient populations using a single waist sensor

Author(s): Arash Atrsaei, Farzin Dadashi, Clint Hansen, Elke Warmerdam, Benoît Mariani, Walter Maetzler, Kamiar Aminian
Published in: Journal of NeuroEngineering and Rehabilitation, 17/1, 2020, ISSN 1743-0003
Publisher: BioMed Central
DOI: 10.1186/s12984-020-00692-4

Turning Detection During Gait: Algorithm Validation and Influence of Sensor Location and Turning Characteristics in the Classification of Parkinson’s Disease

Author(s): Rana Zia Ur Rehman, Philipp Klocke, Sofia Hryniv, Brook Galna, Lynn Rochester, Silvia Del Din, Lisa Alcock
Published in: Sensors, 20/18, 2020, Page(s) 5377, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20185377

Type-2 muscle fiber atrophy is associated with sarcopenia in elderly men with hip fracture

Author(s): Fabiana Tanganelli, Peter Meinke, Fabian Hofmeister, Stefanie Jarmusch, Lisa Baber, Stefan Mehaffey, Stefan Hintze, Uta Ferrari, Carl Neuerburg, Christian Kammerlander, Benedikt Schoser, Michael Drey
Published in: Experimental Gerontology, 144, 2021, Page(s) 111171, ISSN 0531-5565
Publisher: Elsevier BV
DOI: 10.1016/j.exger.2020.111171

Functional neuroimaging of human postural control: A systematic review with meta-analysis

Author(s): Bauke W. Dijkstra, Esther M.J. Bekkers, Moran Gilat, Veerle de Rond, Robert M. Hardwick, Alice Nieuwboer
Published in: Neuroscience & Biobehavioral Reviews, 115, 2020, Page(s) 351-362, ISSN 0149-7634
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2020.04.028

Development of a Balance Recovery Performance Measure for Gait Perturbation Training Based on the Center of Pressure

Author(s): Markus M. Rieger, Selma Papegaaij, Frans Steenbrink, Mirjam Pijnappels, Jaap H. van Dieën
Published in: Frontiers in Sports and Active Living, 3, 2021, ISSN 2624-9367
Publisher: Frontiers
DOI: 10.3389/fspor.2021.617430

Wearable Health Technology to Quantify the Functional Impact of Peripheral Neuropathy on Mobility in Parkinson’s Disease: A Systematic Review

Author(s): Marta Francisca Corrà, Elke Warmerdam, Nuno Vila-Chã, Walter Maetzler, Luís Maia
Published in: Sensors, 20/22, 2020, Page(s) 6627, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20226627

The interaction between cognition and motor control: A theoretical framework for dual-task interference effects on posture, gait initiation, gait and turning

Author(s): Madli Bayot, Kathy Dujardin, Céline Tard, Luc Defebvre, Cédrick T. Bonnet, Etienne Allart, Arnaud Delval
Published in: Neurophysiologie Clinique, 48/6, 2018, Page(s) 361-375, ISSN 0987-7053
Publisher: Elsevier Masson
DOI: 10.1016/j.neucli.2018.10.003

Motor Preparation of Step Initiation: Error-related Cortical Oscillations

Author(s): Arnaud Delval, Aurore Braquet, Nauaman Dirhoussi, Madli Bayot, Philippe Derambure, Luc Defebvre, Céline Tard, Kathy Dujardin
Published in: Neuroscience, 393, 2018, Page(s) 12-23, ISSN 0306-4522
Publisher: Elsevier BV
DOI: 10.1016/j.neuroscience.2018.09.046

The Role of Movement Analysis in Diagnosing and Monitoring Neurodegenerative Conditions: Insights from Gait and Postural Control

Author(s): Christopher Buckley, Lisa Alcock, Ríona McArdle, Rana Zia Ur Rehman, Silvia Del Din, Claudia Mazzà, Alison J. Yarnall, Lynn Rochester
Published in: Brain Sciences, 9/2, 2019, Page(s) 34, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci9020034

Validation of a Lower Back “Wearable”-Based Sit-to-Stand and Stand-to-Sit Algorithm for Patients With Parkinson's Disease and Older Adults in a Home-Like Environment

Author(s): Minh H. Pham, Elke Warmerdam, Morad Elshehabi, Christian Schlenstedt, Lu-Marie Bergeest, Maren Heller, Linda Haertner, Joaquim J. Ferreira, Daniela Berg, Gerhard Schmidt, Clint Hansen, Walter Maetzler
Published in: Frontiers in Neurology, 9, 2018, ISSN 1664-2295
Publisher: Frontiers Research Foundation
DOI: 10.3389/fneur.2018.00652

Gait analysis with wearables predicts conversion to Parkinson disease

Author(s): Silvia Del Din, Morad Elshehabi, Brook Galna, Markus A. Hobert, Elke Warmerdam, Ulrike Suenkel, Kathrin Brockmann, Florian Metzger, Clint Hansen, Daniela Berg, Lynn Rochester, Walter Maetzler
Published in: Annals of Neurology, 86/3, 2019, Page(s) 357-367, ISSN 0364-5134
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/ana.25548

Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson’s Disease

Author(s): Rana Zia Ur Rehman, Silvia Del Din, Jian Qing Shi, Brook Galna, Sue Lord, Alison J. Yarnall, Yu Guan, Lynn Rochester
Published in: Sensors, 19/24, 2019, Page(s) 5363, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19245363

Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach

Author(s): Rana Zia Ur Rehman, Silvia Del Din, Yu Guan, Alison J. Yarnall, Jian Qing Shi, Lynn Rochester
Published in: Scientific Reports, 9/1, 2019, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-019-53656-7

Accelerometry-Based Digital Gait Characteristics for Classification of Parkinson's Disease: What Counts?

Author(s): Rana Zia Ur Rehman, Christopher Buckley, Maria Encarna Mico-Amigo, Cameron Kirk, Michael Dunne-Willows, Claudia Mazza, Jian Qing Shi, Lisa Alcock, Lynn Rochester, Silvia Del Din
Published in: IEEE Open Journal of Engineering in Medicine and Biology, 1, 2020, Page(s) 65-73, ISSN 2644-1276
Publisher: IEEE
DOI: 10.1109/ojemb.2020.2966295

Transfer and retention effects of gait training with anterior-posterior perturbations to postural responses after medio-lateral gait perturbations in older adults

Author(s): M.M. Rieger, S. Papegaaij, M. Pijnappels, F. Steenbrink, J.H. van Dieën
Published in: Clinical Biomechanics, 75, 2020, Page(s) 104988, ISSN 0268-0033
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.clinbiomech.2020.104988

Modulation of soleus muscle H-reflexes and ankle muscle co-contraction with surface compliance during unipedal balancing in young and older adults

Author(s): Leila Alizadehsaravi, Sjoerd M. Bruijn, Huub Maas, Jaap H. van Dieën
Published in: Experimental Brain Research, 238/6, 2020, Page(s) 1371-1383, ISSN 0014-4819
Publisher: Springer Verlag
DOI: 10.1007/s00221-020-05784-0

The detection of age groups by dynamic gait outcomes using machine learning approaches

Author(s): Yuhan Zhou, Robbin Romijnders, Clint Hansen, Jos van Campen, Walter Maetzler, Tibor Hortobágyi, Claudine J. C. Lamoth
Published in: Scientific Reports, 10/1, 2020, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-020-61423-2

Perturbation-based gait training to improve daily life gait stability in older adults at risk of falling: protocol for the REACT randomized controlled trial

Author(s): Markus M. Rieger, Selma Papegaaij, Frans Steenbrink, Jaap H. van Dieën, Mirjam Pijnappels
Published in: BMC Geriatrics, 20/1, 2020, ISSN 1471-2318
Publisher: BioMed Central
DOI: 10.1186/s12877-020-01566-z

Feasibility of a Sensor-Based Gait Event Detection Algorithm for Triggering Functional Electrical Stimulation during Robot-Assisted Gait Training

Author(s): Andreas Schicketmueller, Georg Rose, Marc Hofmann
Published in: Sensors, 19/21, 2019, Page(s) 4804, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19214804

Long-term unsupervised mobility assessment in movement disorders

Author(s): Elke Warmerdam, Jeffrey M Hausdorff, Arash Atrsaei, Yuhan Zhou, Anat Mirelman, Kamiar Aminian, Alberto J Espay, Clint Hansen, Luc J W Evers, Andreas Keller, Claudine Lamoth, Andrea Pilotto, Lynn Rochester, Gerhard Schmidt, Bastiaan R Bloem, Walter Maetzler
Published in: The Lancet Neurology, 19/5, 2020, Page(s) 462-470, ISSN 1474-4422
Publisher: The Lancet Publishing Group
DOI: 10.1016/s1474-4422(19)30397-7

Cortical Oscillations during Gait: Wouldn’t Walking Be So Automatic?

Author(s): Arnaud Delval, Madli Bayot, Luc Defebvre, Kathy Dujardin
Published in: Brain Sciences, 10/2, 2020, Page(s) 90, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci10020090

A new paradigm to study the influence of attentional load on cortical activity for motor preparation of step initiation

Author(s): Aurore Braquet, Madli Bayot, Céline Tard, Luc Defebvre, Philippe Derambure, Kathy Dujardin, Arnaud Delval
Published in: Experimental Brain Research, 238/3, 2020, Page(s) 643-656, ISSN 0014-4819
Publisher: Springer Verlag
DOI: 10.1007/s00221-020-05739-5

Classification of Neurological Patients to Identify Fallers Based on Spatial-Temporal Gait Characteristics Measured by a Wearable Device

Author(s): Yuhan Zhou, Rana Zia Ur Rehman, Clint Hansen, Walter Maetzler, Silvia Del Din, Lynn Rochester, Tibor Hortobágyi, Claudine J. C. Lamoth
Published in: Sensors, 20/15, 2020, Page(s) 4098, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20154098

Gait Event Detection for Stroke Patients during Robot-Assisted Gait Training

Author(s): Andreas Schicketmueller, Juliane Lamprecht, Marc Hofmann, Michael Sailer, Georg Rose
Published in: Sensors, 20/12, 2020, Page(s) 3399, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20123399

Gait speed in clinical and daily living assessments in Parkinson’s disease patients: performance versus capacity

Author(s): Arash Atrsaei, Marta Francisca Corrà, Farzin Dadashi, Nuno Vila-Chã, Luis Maia, Benoit Mariani, Walter Maetzler, Kamiar Aminian
Published in: npj Parkinson's Disease, 7/1, 2021, ISSN 2373-8057
Publisher: Springer Nature
DOI: 10.1038/s41531-021-00171-0

The underlying mechanisms of improved balance after one and ten sessions of balance training in older adults

Author(s): Leila Alizadehsaravi, Ruud Koster, Wouter Muijres, Huub Maas, Sjoerd M. Bruijn, Jaap H. van Dieën
Published in: 2021
Publisher: BioRxiv
DOI: 10.1101/2020.10.01.322313

Balance training improves feedback control of perturbed balance in older adults

Author(s): Leila Alizadehsaravi, Sjoerd M. Bruijn, Jaap H. van Dieën
Published in: 2021
Publisher: BioRxiv
DOI: 10.1101/2021.03.31.437824

Deep Learning Techniques for Improving Digital Gait Segmentation

Author(s): Matteo Gadaleta, Giulia Cisotto, Michele Rossi, Rana Zia Ur Rehman, Lynn Rochester, Silvia Del Din
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 1834-1837, ISBN 978-1-5386-1311-5
Publisher: IEEE
DOI: 10.1109/EMBC.2019.8856685

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