Connecting digital mobility assessment to clinical outcomes for regulatory and clinical endorsement

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Report on Regulatory Submission

This report will include all results from technical (WP2) and clinical (WP4) validation, plus if necessary from any additional interventional clinical trial run by academic or EFPIA partners in parallel, re-analysed and presented as requested by the Qualification Advice.

First study subject approvals

Final version of study protocol as approved by first ethics committee; registration number of clinical study in an approved registry that also allows later posting of study results; approvals required for enrolment of first subject in at least one clinical centre

System performance analysis

This report will include the results of a detailed system performance analysis for the MobiliseD data management platform It will include a technical evaluation eg data transmission times access logs etc stakeholder feedback and an analysis of technical support logs

Risk assessment process and management procedure

Description of the methodology for project risk assessment and categorisation, including a risk management process

Data Management Platform Sustainability / Extensibility plan

This report will detail plans for the ongoing governance, management and resourcing of the Mobilise-D data management platform beyond the end of the project.

Detailed system requirements specification, including definition of data acquisition, transmission, integration, processing, analytics and governance requirements

This report will incorporate detailed system requirements specification for the data management platform. This will include definition of data acquisition, transmission, integration, processing, analytics and governance requirements

Ethical approval including all amendments

Ethical approval will be prepared during the first year and will include the experience of the WP 2 technical validation. The process will be finalized based on the results of WP2. Each site will submit the ethical protocol including the national requirments.

Report on publications, presentations, and event organisation (M12, with annual updates)

This deliverable is based on work carried out in Tasks 7.3 and 7.4, and details the publications, presentations and event organisations throughout the first year of the project, with subsequent annual updates. The report will be based on a database containing all outreach activities carried out by the consortium members.

Statistical description report on digital mobility outcomes, health outcomes and their relationships

We will study the statistical distribution of digital mobility outcomes, clinical outcomes and the shape of their relationships, using standard and hypothesis-free statistical analyses and existing cohort data

Digital Mobility Assessment Module and Lessons Learned manuals

This deliverable, based on the work carried out in Task 7.6.2, will provide a hands-on manuals outlining how to digitally assess mobility, including information about sensor configuration algorithms, and context parameter (confounders/correlates) assessment.

Data Management Plan V3

Final data managment plan - including how data will be managed post project

Data Management Plan V1

Inititial version of the data management plan

Data Management Plan V2

Mid project updated data management plan

Publications

Connecting real-world digital mobility assessment to clinical outcomes for regulatory and clinical endorsement–the Mobilise-D study protocol

Auteurs: Mikolaizak, A. Stefanie; Rochester, Lynn; Maetzler, Walter; Sharrack, Basil; Demeyer, Heleen; Mazzà, Claudia; Caulfield, Brian; Garcia-Aymerich, Judith; Vereijken, Beatrix; Arnera, Valdo; Miller, Ram; Piraino, Paolo; Ammour, Nadir; Gordon, Mark Forrest; Troosters, Thierry; Yarnall, Alison J.; Alcock, Lisa; Gaßner, Heiko; Winkler, Jürgen; Klucken, Jochen; Schlenstedt, Christian; Watz, Henrik; Ki
Publié dans: Plos, Numéro 4, 2022, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1101/2022.05.25.22275598

Performance of a multi-sensor wearable system for validating gait assessment: preliminary results on patients and healthy

Auteurs: F. Salis, T. Bonci, S. Bertuletti , M. Caruso , K. Scott , E. Buckley, L. Alcock , S. Del Din , L. Rochester , E. Gazit , J.M. Hausdorff , C. Hansen 7, W. Maetzler , L. Schwickert 8, C. Becker , C. Mazzà , A. Cereatti, on behalf of the Mobilise-D consortium
Publié dans: Gait & Posture, Numéro Volume 97, Supplement 2, October 2022, 2022, Page(s) 13, ISSN 1879-2219
Éditeur: Elsevier
DOI: 10.1016/j.gaitpost.2022.09.027

Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study

Auteurs: Felix Kluge, Yonatan E Brand, M Encarna Micó-Amigo, Stefano Bertuletti, Ilaria D'Ascanio, Eran Gazit, Tecla Bonci, Cameron Kirk, Arne Küderle, Luca Palmerini, Anisoara Paraschiv-Ionescu, Francesca Salis, Abolfazl Soltani, Martin Ullrich, Lisa Alcock, Kamiar Aminian, Clemens Becker, Philip Brown, Joren Buekers, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Andrea Cereatti, Lorenzo Chiari, Carl
Publié dans: JMIR Formative Research, Numéro 1.5.2024 in Vol 8, 2024, ISSN 2561-326X
Éditeur: JMIR FORMATIVE RESEARCH
DOI: 10.2196/50035

Reverse Engineering of Digital Measures: Inviting Patients to the Conversation

Auteurs: Clay, I, Peerenboom, N, Connors, D. E., Bourke, S, Keogh, A, Wac, K, Gur-Arie, T, Baker, J, Bull, C, Cereatti, A, Cormack, F, Eggenspieler, D, Foschini, L, Ganea, R, Groenen, P. M. A., Gusset, N, Izmailova, E, Kanzler, C. M., Leyens, L, Lyden, K, Mueller, A, Nam, J, Ng, W-F, Nobbs, D, Orfaniotou, F, Perumal, T. M., Piwko, W, Ries, A, Scotland, A, Taptiklis, N, Torous, J, Vereijken, B, Xu, S, Baltz
Publié dans: Digit Biomark, Numéro May 12;7(1), 2023, Page(s) 28-44, ISSN 2504-110X
Éditeur: Kager Publications
DOI: 10.1159/000530413

Mobility endpoints in marketing authorisation of drugs: what gets the European medicines agency moving?

Auteurs: Jaeger, Simon U; Wohlrab, Martin; Schoene, Daniel; Tremmel, Roman; Chambers, Michael; Leocani, Letizia; Corriol-Rohou, Solange; Klenk, Jochen; Sharrack, Basil; Garcia-Aymerich, Judith; Rochester, Lynn; Maetzler, Walter; Puhan, Milo; Schwab, Matthias; Becker, Clemens
Publié dans: Age and Ageing, Numéro 5, 2022, ISSN 0002-0729
Éditeur: Oxford University Press
DOI: 10.1093/ageing/afab242

Real-world speed estimation using single IMU: A conceptual framework

Auteurs: Aminian, Kamiar; Soltani, Abolfazl Soltani; Paraschiv-Ionescu, Anisoara
Publié dans: A conceptual framework, 16th International Symposium of 3D-Analysis of Human Movement, Ames (USA), May 25-28, 2021., 2021, ISSN 2333-5432
Éditeur: International Society of Biomechanics
DOI: 10.5281/zenodo.5561261

Computational modelling of the scoliotic spine: A literature review

Auteurs: Samuele L Gould; Luca Cristofolini; Giorgio Davico; Marco Viceconti
Publié dans: International journal for Numerical Methods in Biomedical Engineering, Numéro 16, 2021, ISSN 2040-7947
Éditeur: John Wiley & Sons Ltd
DOI: 10.1002/cnm.3503

Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases

Auteurs: Robbin Romijnders; Robbin Romijnders; Francesca Salis; Clint Hansen; Arne Küderle; Anisoara Paraschiv-Ionescu; Andrea Cereatti; Lisa Alcock; Kamiar Aminian; Clemens Becker; Stefano Bertuletti; Tecla Bonci; Tecla Bonci; Philip Brown; Ellen Buckley; Ellen Buckley; Alma Cantu; Anne-Elie Carsin; Anne-Elie Carsin; Anne-Elie Carsin; Marco Caruso; Brian Caulfield; Brian Caulfield; Lorenzo Chiari; Lorenz
Publié dans: Frontiers in Neurology, Numéro Vol 14 (2023) 37, 2023, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2023.1247532

Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data

Auteurs: Ullrich M, Roth N, Kuderle A, Richer R, Gladow T, Gassner H, Marxreiter F, Klucken J, Eskofier BM, Kluge F
Publié dans: IEEE J Biomed Health Inform, Numéro 2023, Jan 27(1), 2023, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2022.3215921

A Quality Control Check to Ensure Comparability of Stereophotogrammetric Data between Sessions and Systems

Auteurs: Kirsty Scott; Tecla Bonci; Lisa Alcock; Ellen Buckley; Clint Hansen; Eran Gazit; Lars Schwickert; Andrea Cereatti; Claudia Mazzà; on behalf of the Mobilise-D Consortium
Publié dans: Sensors; Volume 21; Numéro 24;, 2021, Page(s) Pages: 8223, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21248223

Investigating the prognostic value of digital mobility outcomes in patients with chronic obstructive pulmonary disease: a systematic literature review and meta-analysis

Auteurs: Buttery, Sara C; Williams, Parris J; Alghamdi, Saeed M; Philip, Keir E J; Perkins, Alexis; Kallis, Constantinos; Quint, Jennifer K; Polkey, Michael I; Breuls, Sofie; Buekers, Joren; Chynkiamis, Nikolaos; Delgado-Ortiz, Laura; Demeyer, Heleen; Frei, Anja; Garcia-Aymerich, Judith; Gimeno-Santos, Elena; Koch, Sarah; Megaritis, Dimitrios; Polhemus, Ashley; Troosters, Thierry; Vogiatzis, Ioannis; Watz,
Publié dans: European Respiratory Review, Numéro 8, 2023, ISSN 0905-9180
Éditeur: European Respiratory Society
DOI: 10.1183/16000617.0134-2023

Aligning Federated Learning with Existing Trust Structures in Health Care Systems

Auteurs: Imrana Yari Abdullahi; René Raab; Arne Küderle; Björn Eskofier
Publié dans: Int J Environ Res Public Health., Numéro 2023 Apr; 20(7): 5378., 2023, ISSN 1661-7827
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/ijerph20075378

Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis

Auteurs: Alzhraa A. Ibrahim, Arne Küderle, Heiko Gaßner, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge
Publié dans: Journal of NeuroEngineering and Rehabilitation, Numéro 17/1, 2020, ISSN 1743-0003
Éditeur: BioMed Central
DOI: 10.1186/s12984-020-00798-9

Evaluation of mobility recovery after hip fracture: a scoping review of randomized controlled studies

Auteurs: K. Taraldsen; A. Polhemus; M. Engdal; C.-P. Jansen; C. Becker; N. Brenner; H. Blain; L.G. Johnsen; B. Vereijken
Publié dans: Osteoporosis International, Numéro Volume 35, pages 203–215, (2024), 2023, ISSN 0937-941X
Éditeur: Springer Verlag
DOI: 10.1007/s00198-023-06922-4

Gait Detection from a Wrist-Worn Sensor Using Machine Learning Methods: A Daily Living Study in Older Adults and People with Parkinson's Disease

Auteurs: Yonatan E Brand, Dafna Schwartz, Eran Gazit, Aron S Buchman, Ran Gilad-Bachrach, Jeffrey M Hausdorff
Publié dans: Sensors, Numéro Sensors 2022, 22(18), 7094, 2022, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22187094

uTUG: An unsupervised Timed Up and Go test for Parkinson’s disease

Auteurs: João Elison da Rosa Tavares; Martin Ullrich; Nils Roth; Felix Kluge; Bjoern M. Eskofier; Heiko Gaßner; Jochen Klucken; Till Gladow; Franz Marxreiter; Cristiano André da Costa; Rodrigo da Rosa Righi; Jorge Luis Victória Barbosa
Publié dans: Biomedical Signal Processing and Control, Numéro Volume 81, March 2023, 104394, 2023, ISSN 1746-8094
Éditeur: Elsevier BV
DOI: 10.1016/j.bspc.2022.104394

A deep learning model to discern indoor from outdoor environments based on data recorded by a tri-axial digital magnetic sensor

Auteurs: Marcianò, V.; Bertuletti, S.; Bonci, T.; Mazzà, C.; Ireson, N.; Ciravegna, F.; Del Din, S.; Gazit, E.; Cereatti, A.
Publié dans: Gait and Posture, Numéro Volume 97, Supplement 2, October 2022,, 2022, Page(s) 5, ISSN 0966-6362
Éditeur: Elsevier BV
DOI: 10.1016/j.gaitpost.2022.09.015

Mobilizing Patient and Public Involvement in the Development of Real-World Digital Technology Solutions: Tutorial

Auteurs: Alison Keogh; Ríona Mc Ardle; Mara Gabriela Diaconu; Nadir Ammour; Valdo Arnera; Federica Balzani; Gavin Brittain; Ellen Buckley; Sara Buttery; Alma Cantu; Solange Corriol-Rohou; Laura Delgado-Ortiz; Jacques Duysens; Tom Forman-Hardy; Tova Gur-Arieh; Dominique Hamerlijnck; John Linnell; Letizia Leocani; Tom McQuillan; Isabel Neatrour; Ashley Polhemus; Werner Remmele; Isabel Saraiva; Kirsty Scott;
Publié dans: Journal of Medical Internet Research, Numéro 27.10.2023 in Vol 25 (2023), 2023, ISSN 1438-8871
Éditeur: Journal of medical Internet Research
DOI: 10.2196/44206

Technologische innovationen in der Pneumonologie - Facetten aus Diagnostik und Therapie

Auteurs: Randerath W, Dreher M, Gompelmann D, Held M, Koczulla R, Köhnlein T, Rohde G, Wälscher J, Watz H, Steinkamp G.
Publié dans: Pneumologie, Numéro 14.07.2020, 2020, ISSN 0934-8387
Éditeur: Georg Thieme Verlag
DOI: 10.5281/zenodo.4468658

Wearable sensors can reliably quantify gait alterations associated with disability in people with progressive multiple sclerosis in a clinical setting

Auteurs: Lorenza Angelini, William Hodgkinson, Craig Smith, Jessie Moorman Dodd, Basil Sharrack, Claudia Mazzà, David Paling
Publié dans: Journal of Neurology, Numéro 267/10, 2020, Page(s) 2897-2909, ISSN 0340-5354
Éditeur: Dr. Dietrich Steinkopff Verlag
DOI: 10.1007/s00415-020-09928-8

"It's not about the capture, it's about what we can learn"": a qualitative study of experts' opinions and experiences regarding the use of wearable sensors to measure gait and physical activity."

Auteurs: Alison Keogh; Kristin Taraldsen; Brian Caulfield; Beatrix Vereijken
Publié dans: Journal of NeuroEngineering and Rehabilitation, 2021, ISSN 1743-0003
Éditeur: BioMed Central
DOI: 10.1186/s12984-021-00874-8

Algorithms for Walking Speed Estimation Using a Lower-Back-Worn Inertial Sensor: A Cross-Validation on Speed Ranges

Auteurs: Abolfazl Soltani; Kamiar Aminian; Claudia Mazzà; Andrea Cereatti; Luca Palmerini; Tecla Bonci; Anisoara Paraschiv-Ionescu
Publié dans:  IEEE TNSRE (2021), 2021, ISSN 1534-4320
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsre.2021.3111681

A multi-sensor wearable system for the assessment of diseased gait in real-world conditions

Auteurs: Salis F., Bertuletti S., Bonci T., Caruso M., Scott K., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Becker C., Brown P., Carsin A.-E., Caulfield B., Chiari L., D'Ascanio I., Del Din S., Eskofier B. M., Garcia-Aymerich J., Hausdorff J. M., Hume E. C., Kirk C., Kluge F., Koch S., Kuederle A., Maetzler W., Micó-Amigo E. M., Mueller A., Neatrour I., Paraschiv-Ionescu A., Pa
Publié dans: Frontiers in Bioengineering and Biotechnology, Numéro Apr 21(11), 2023, ISSN 2296-4185
Éditeur: Frontiers
DOI: 10.3389/fbioe.2023.1143248

Auteurs: Ashley Marie Polhemus, Ronny Bergquist, Magda Bosch de Basea, Gavin Brittain, Sara Catherine Buttery, Nikolaos Chynkiamis, Gloria dalla Costa, Laura Delgado Ortiz, Heleen Demeyer, Kirsten Emmert, Judith Garcia Aymerich, Heiko Gassner, Clint Hansen, Nicholas Hopkinson, Jochen Klucken, Felix Kluge, Sarah Koch, Letizia Leocani, Walter Maetzler, M Encarna Micó-Amigo, A Stefanie Mikolaizak, Paolo Pira
Publié dans: BMJ Open, Numéro 10/7, 2020, Page(s) e038704, ISSN 2044-6055
Éditeur: BMJ Publishing Group
DOI: 10.1136/bmjopen-2020-038704

The value of walking: a systematic review on mobility and healthcare costs.

Auteurs: Martin Wohlrab; Jochen Klenk; Laura Delgado-Ortiz; Michael Chambers; Lynn Rochester; Matthias Zuchowski; Matthias Schwab; Clemens Becker; Simon U. Jaeger
Publié dans: European Review of Aging and Physical Activity, Numéro 19, 2022, ISSN 1861-6909
Éditeur: European Review of Aging and Physical Activity
DOI: 10.1186/s11556-022-00310-3

Analysis of the Accuracy of Ten Algorithms for Orientation Estimation Using Inertial and Magnetic Sensing under Optimal Conditions: One Size Does Not Fit All.

Auteurs: M. Caruso; Angelo Maria Sabatini; Daniel Laidig; Thomas Seel; Marco Knaflitz; Ugo Della Croce; Andrea Cereatti
Publié dans: MDPI Sensors, Vol 21, Iss 2543, p 2543 (2021), Numéro 3, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21072543

Laboratory and free-living gait performance in adults with COPD and healthy controls

Auteurs: Buekers, J., Megaritis, D., Koch, S., Alcock, L., Ammour, N., Becker, C., Bertuletti, S., Bonci, T., Brown, P., Buckley, E., Buttery, S. C., Caulfield, B., Cereatti, A., Chynkiamis, N., Demeyer, H., Echevarria, C., Frei, A., Hansen, C., Hausdorff, J. M., Hopkinson, N. S., Hume, E., Kuederle, A., Maetzler, W., Mazzà, C., Micó-Amigo, E. M., Mueller, A., Palmerini, L., Salis, F., Scott, K., Trooste
Publié dans: ERJ Open Research, Numéro Vol 9 Numéro 5, 2023, ISSN 2312-0541
Éditeur: European Respiratory Society
DOI: 10.1183/23120541.00159-2023

A wearable multi-sensor system for real world gait analysis

Auteurs: F. Salis; S. Bertuletti; K. Scott; M. Caruso; T. Bonci; E. Buckley; U. Della Croce; C. Mazza; A. Cereatti
Publié dans: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, ISSN 2694-0604
Éditeur: IEEE
DOI: 10.1109/embc46164.2021.9630392

Clinical Relevance of Standardized Mobile Gait Tests. Reliability Analysis Between Gait Recordings at Hospital and Home in Parkinson’s Disease: A Pilot Study

Auteurs: Gaßner H, Sanders P, Dietrich A, Marxreiter F, Eskofier BM, Winkler J, Klucken J
Publié dans: Journal of Parkinson's Disease, Numéro 8/17/2020, 2020, ISSN 1877-7171
Éditeur: IOS Press
DOI: 10.5281/zenodo.4468815

Classical Machine Learning Versus Deep Learning for the Older Adults Free-Living Activity Classification

Auteurs: Muhammad Awais, Lorenzo Chiari, Espen A. F. Ihlen, Jorunn L. Helbostad, Luca Palmerini
Publié dans: Sensors, Numéro 21/14, 2021, Page(s) 4669, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21144669

The e-Science Central Study Data Platform

Auteurs: Watson, Paul; Hiden, Hugo
Publié dans: 2022 IEEE 18th International Conference on e-Science (e-Science), Numéro 20, 2022, ISSN 2473-2001
Éditeur: IEEE Xplore
DOI: 10.1109/escience55777.2022.00020

EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors

Auteurs: Ann-Kristin Seifer; Eva Dorschky; Arne Küderle; Hamid Moradi; Ronny Hannemann; Björn M. Eskofier
Publié dans: Sensors, Numéro Vol 23, Iss 14, p 6565 (2023), 2023, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23146565

The Effects of an Individualized Smartphone-Based Exercise Program on Self-defined Motor Tasks in Parkinson Disease: Pilot Interventional Study

Auteurs: Heiko Gaßner; Jana Friedrich; Alisa Masuch; Jelena Jukic; Sabine Stallforth; Martin Regensburger; Franz Marxreiter; Jürgen Winkler; Jochen Klucken
Publié dans: JMIR Rehabilitation and Assistive Technologies, Numéro Vol 9 , No 4 (2022) :Oct-Dec, 2022, ISSN 2369-2529
Éditeur: JMIR Rehabilitation and Assistive Technologies
DOI: 10.2196/38994

Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes.

Auteurs: Ashley Polhemus; Laura Delgado Ortiz; Gavin Brittain; Nikolaos Chynkiamis; Francesca Salis; Heiko Gaßner; Michaela Gross; Cameron Kirk; Rachele Rossanigo; Kristin Taraldsen; Diletta Balta; Sofie Breuls; Sara Buttery; Gabriela Cardenas; Christoph Endress; Julia Gugenhan; Alison Keogh; Felix Kluge; Sarah Koch; M. Encarna Micó-Amigo; Corinna Nerz; Chloé Sieber; Parris J Williams; Ronny Bergquist;
Publié dans: npj Digital Medicine, 2021, ISSN 2398-6352
Éditeur: npj Digital Medicine (npj Digit. Med.)
DOI: 10.1038/s41746-021-00513-5

Acceptability of wearable devices for measuring mobility remotely: Observations from the Mobilise-D technical validation study

Auteurs: Alison Keogh, Lisa Alcock, Philip Brown, Ellen Buckley, Marina Brozgol, Eran Gazit, Clint Hansen, Kirsty Scott, Lars Schwickert, Clemens Becker, Jeffrey Hausdorff, Walter Maetzler, Lynn Rochester, Basil Sharrack, Ionnis Vogiatzis, Alison Yarnall, Claudia Mazza, Brian Caulfield.
Publié dans: Digital Health, Numéro DIGITAL HEALTH. 2023;9., 2023, ISSN 2158-2440
Éditeur: SAGE Publications Inc.
DOI: 10.1177/20552076221150745

Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis

Auteurs: Ibrahim, Alzhraa A.; Flachenecker, Felix; Gaßner, Heiko; Rothhammer, Veit; Klucken, Jochen; Eskofier, Bjoern M.; Kluge, Felix
Publié dans: Multiple Sclerosis and Related Disorders, Numéro 2022 Feb:58:103519, 2022, ISSN 0346-251X
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.msard.2022.103519

An Inertial Sensor-Based Gait Analysis Pipeline for the Assessment of Real-World Stair Ambulation Parameters.

Auteurs: Nils Roth; Arne Küderle; Dominik Prossel; Heiko Gassner; Heiko Gassner; Bjoern M. Eskofier; Felix Kluge
Publié dans: MDPI Sensors (Basel, Switzerland), Numéro 2, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21196559

MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data

Auteurs: Malte Ollenschläger; Arne Küderle; Wolfgang Mehringer; Ann-Kristin Seifer; Jürgen Winkler; Heiko Gaßner; Felix Kluge; Bjoern M. Eskofier
Publié dans: Sensors; Volume 22; Numéro 15; Pages: 5849, Numéro 32, 2022, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22155849

Multidisciplinary Intensive Rehabilitation Program for People with Parkinson's Disease: Gaps between the Clinic and Real-World Mobility

Auteurs: Moriya Cohen, Talia Herman, Natalie Ganz, Inbal Badichi, Tanya Gurevich , Jeffrey M Hausdorff
Publié dans: International Journal of Environmental Research and Public Health, Numéro IJERPH Volume 20 Numéro 5, 2023, ISSN 1660-4601
Éditeur: International Journal of Environmental Research and Public Health
DOI: 10.3390/ijerph20053806

Assessing the usability of wearable devices to measure gait and physical activity in chronic conditions: a systematic review

Auteurs: Alison Keogh; Rob Argent; Amy Anderson; Brian Caulfield; William Johnston
Publié dans: Journal of NeuroEngineering and Rehabilitation,, Numéro Vol 18, Iss 1,, 2021, Page(s) Pp 1-17 (2021), ISSN 1743-0003
Éditeur: BioMed Central
DOI: 10.1186/s12984-021-00931-2

Validation of a Sensor-Based Gait Analysis System with a Gold-Standard Motion Capture System in Patients with Parkinson’s Disease

Auteurs: Verena Jakob, Arne Küderle, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier, Jürgen Winkler, MartinWinterholler and Heiko Gassner
Publié dans: Sensors, Numéro Volume 22 Special Numéro Inertial Sensors for Clinically Relevant Mobility Outcome Measures, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21227680

Validity of an inertial sensor-based system for the assessment of spatio-temporal parameters in people with multiple sclerosis

Auteurs: Annalena Zahn; Annalena Zahn; Veronika Koch; Lucas Schreff; Lucas Schreff; Patrick Oschmann; Jürgen Winkler; Heiko Gaßner; Heiko Gaßner; Roy Müller; Roy Müller; Roy Müller
Publié dans: Frontiers in Neurology, Numéro Vol 14 (2023), 2023, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2023.1164001

Orientation Estimation Through Magneto-Inertial Sensor Fusion: A Heuristic Approach for Suboptimal Parameters Tuning

Auteurs: Caruso M, Sabatini M, Knaflitz M, Gazzoni M, Della Croce U, Cereatti A
Publié dans: IEEE Sensors Journal, Numéro 21.09.2020, 2020, ISSN 1530-437X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.5281/zenodo.4457500

Consensus based framework for digital mobility monitoring

Auteurs: Kluge, F., Del Din, S., Cereatti, A., Gaßner, H., Hansen, C., Helbostadt, J. L., Klucken, J., Küderle, A., Müller, A., Rochester, L., Ullrich, M., Eskofier, B. M., Mazzà, C., & Mobilise-D
Publié dans: PLoS ONE, 2021, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0256541

Using musculoskeletal models to estimate in vivo total knee replacement kinematics and loads: effect of differences between models

Auteurs: Curreli, Cristina; Di Puccio, Francesca; Davico, Giorgio; Modenese, Luca; Viceconti, Marco
Publié dans: Frontiers in Bioengineering and Biotechnology, Numéro Volume 9, 2021, Page(s) 1-10, ISSN 2296-4185
Éditeur: Frontiers Media
DOI: 10.3389/fbioe.2021.703508

A method for gait events detection based on low spatial resolution pressure insoles data

Auteurs: F. Salis, S. Bertuletti, T. Bonci, U. Della Croce, C. Mazzà, A. Cereatti
Publié dans: Journal of Biomechanics, Numéro 127, 2021, Page(s) 110687, ISSN 0021-9290
Éditeur: Elsevier BV
DOI: 10.1016/j.jbiomech.2021.110687

Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease.

Auteurs: Roth N, Ullrich M, Kuderle A, Gladow T, Marxreiter F, Gassner H, Kluge F, Klucken J, Eskofier BM
Publié dans: IEEE J Biomed Health Inform, Numéro 2022, Sep 26(9), 2022, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2022.3186766

Extension of the Rigid-Constraint Method for the Heuristic Suboptimal Parameter Tuning to Ten Sensor Fusion Algorithms Using Inertial and Magnetic Sensing

Auteurs: Caruso, M.; Sabatini, A.M.; Knaflitz, M.; Della Croce, U.; Cereatti, A.
Publié dans: Sensors, Numéro 21(18) - Special Numéro Sensors and IoT in Modern Healthcare Delivery and Applications, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
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Multi-level personalization of neuromusculoskeletal models to estimate physiologically plausible knee joint contact forces in children

Auteurs: Claudio Pizzolato; Giorgio Davico; Bryce Killen; David Lloyd; Daniel Devaprakash; Christopher Carty
Publié dans: Biomechanics and Modeling in Mechanobiology, Numéro 21, 2022, ISSN 1617-7940
Éditeur: Biomechanics and Modeling in Mechanobiology
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Design and validation of a multi-task, multi-context protocol for real-world gait simulation

Auteurs: Scott, Kirsty; Bonci, Tecla; Alcock, Lisa; Buckley, Ellen; Gazit, Eran; Hansen, Clint; Schwickert, Lars; Aminian, Kamiar; Bertuletti, Stefano; Caruso, Marco; Chiari, Lorenzo; Sharrack, Basil; Maetzler, Walter; Becker, Clemens; Hausdorff, Jeffrey M.; Vogiatzis, Ioannis; Brown, Philipp; Del Din, Silvia; Eskofier, Björn; Paraschiv-Ionescu, Anisoara; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Micó
Publié dans: Journal of NeuroEngineering and Rehabilitation, Numéro 19, Article number: 141 (2022), 2022, ISSN 1743-0003
Éditeur: BioMed Central
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Investigating the Impact of Environment and Data Aggregation by Walking Bout Duration on Parkinson’s Disease Classification Using Machine Learning

Auteurs: Rana Zia Ur Rehman, Yu Guan, Jian Qing Shi, Lisa Alcock, Alison J. Yarnall, Lynn Rochester and Silvia Del Din
Publié dans: Frontiers in Aging Neuroscience, Numéro Research topic: Activities of Daily Living and Everyday Functioning: From Normal Aging to Neurodegenerative Diseases, 2022, ISSN 1663-4365
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnagi.2022.808518

Characterization of gait variability in multiple system atrophy and Parkinson’s disease

Auteurs: Victoria Sidoroff, Cecilia Raccagni, Christine Kaindlstorfer, Sabine Eschlboeck, Alessandra Fanciulli, Roberta Granata, Björn Eskofier, Klaus Seppi, Werner Poewe, Johann Willeit, Stefan Kiechl, Philipp Mahlknecht, Heike Stockner, Kathrin Marini, Oliver Schorr, Gregorio Rungger, Jochen Klucken, Gregor Wenning & Heiko Gaßner
Publié dans: Journal of Neurology, Numéro Volume 268, (2021), 2020, Page(s) pages 1770–1779, ISSN 1432-1459
Éditeur: Springer Nature
DOI: 10.1007/s00415-020-10355-y

A Proposal for a Linear Calculation of Gait Asymmetry

Auteurs: Linda Maria Adriana van Gelder, Lorenza Angelini, Ellen E. Buckley, Claudia Mazzà
Publié dans: Symmetry, Numéro 13/9, 2021, Page(s) 1560, ISSN 2073-8994
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym13091560

A Single-Sensor Approach to Quantify Gait in Patients with Hereditary Spastic Paraplegia

Auteurs: Linda M. A. van Gelder; Tecla Bonci; Ellen E. Buckley; Kathryn Price; Francesca Salis; Marios Hadjivassiliou; Claudia Mazzà; Channa Hewamadduma
Publié dans: Sensors, Numéro Volume 23; Numéro 14; Pages: 6563, 2023, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23146563

Real-world walking cadence in people with COPD

Auteurs: Laura Delgado-Ortiz; Saverio Ranciati; Ane Arbillaga-Etxarri; Eva Balcells; Joren Buekers; Heleen Demeyer; Anja Frei; Elena Gimeno-Santos; Nicholas S. Hopkinson; Corina de Jong; Niklas Karlsson; Zafeiris Louvaris; Luca Palmerini; Michael I. Polkey; Milo A. Puhan; Roberto A. Rabinovich; Diego A. Rodríguez Chiaradia; Robert Rodriguez-Roisin; Pere Toran-Montserrat; Ioannis Vogiatzis; Henrik Watz; Th
Publié dans: ERJ open research, Numéro 37, 2024, ISSN 2312-0541
Éditeur: European Respiratory Society
DOI: 10.1183/23120541.00673-2023

Is a Wearable Sensor-Based Characterisation of Gait Robust Enough to Overcome Differences Between Measurement Protocols? A Multi-Centric Pragmatic Study in Patients with Multiple Sclerosis

Auteurs: Lorenza Angelini, Ilaria Carpinella, Davide Cattaneo, Maurizio Ferrarin, Elisa Gervasoni, Basil Sharrack, David Paling, Krishnan Padmakumari Sivaraman Nair, Claudia Mazzà
Publié dans: Sensors, Numéro 20/1, 2020, Page(s) 79, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20010079

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

Auteurs: 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
Publié dans: IEEE Open Journal of Engineering in Medicine and Biology, Numéro 1, 2020, Page(s) 65-73, ISSN 2644-1276
Éditeur: IEEE
DOI: 10.1109/ojemb.2020.2966295

Gait variability as digital biomarker of disease severity in Huntington’s disease

Auteurs: Heiko Gaßner, Dennis Jensen, F. Marxreiter, Anja Kletsch, Stefan Bohlen, Robin Schubert, Lisa M. Muratori, Bjoern Eskofier, Jochen Klucken, Jürgen Winkler, Ralf Reilmann, Zacharias Kohl
Publié dans: Journal of Neurology, 2020, ISSN 0340-5354
Éditeur: Dr. Dietrich Steinkopff Verlag
DOI: 10.1007/s00415-020-09725-3

Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies

Auteurs: Martin Ullrich, Arne Kuderle, Julius Hannink, Silvia Del Din, Heiko Gassner, Franz Marxreiter, Jochen Klucken, Bjoern Michael Eskofier, Felix Kluge
Publié dans: IEEE Journal of Biomedical and Health Informatics, 2020, Page(s) 1-1, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2020.2975361

A wearable sensor identifies alterations in community ambulation in multiple sclerosis: contributors to real-world gait quality and physical activity

Auteurs: Shirley Shema-Shiratzky, Inbar Hillel, Anat Mirelman, Keren Regev, Katherine L. Hsieh, Arnon Karni, Hannes Devos, Jacob J. Sosnoff, Jeffrey M. Hausdorff
Publié dans: Journal of Neurology, 2020, ISSN 0340-5354
Éditeur: Dr. Dietrich Steinkopff Verlag
DOI: 10.1007/s00415-020-09759-7

Credibility of In Silico Trial Technologies—A Theoretical Framing

Auteurs: Marco Viceconti, Miguel A. Juarez, Cristina Curreli, Marzio Pennisi, Giulia Russo, Francesco Pappalardo
Publié dans: IEEE Journal of Biomedical and Health Informatics, Numéro 24/1, 2020, Page(s) 4-13, ISSN 2168-2194
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/JBHI.2019.2949888

Long-term unsupervised mobility assessment in movement disorders

Auteurs: 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
Publié dans: The Lancet Neurology, Numéro 19/5, 2020, Page(s) 462-470, ISSN 1474-4422
Éditeur: The Lancet Publishing Group
DOI: 10.1016/s1474-4422(19)30397-7

Intra-operator Repeatability of Manual Segmentations of the Hip Muscles on Clinical Magnetic Resonance Images.

Auteurs: Giorgio Davico; Francesca Bottin; Alberto Di Martino; Vanita Castafaro; Fabio Baruffaldi; Cesare Faldini; Marco Viceconti
Publié dans: Journal of Digital Imaging, Numéro Numéro 36, 2022, Page(s) 143–152, ISSN 1618-727X
Éditeur: Journal of Digital Imaging
DOI: 10.1007/s10278-022-00700-0

A Roadmap to Inform Development, Validation and Approval of Digital Mobility Outcomes: The Mobilise-D Approach

Auteurs: Lynn Rochester, Claudia Mazzà, Arne Mueller, Brian Caulfield, Marie McCarthy, Clemens Becker, Ram Miller, Paolo Piraino, Marco Viceconti, Wilhelmus P. Dartee, Judith Garcia-Aymerich, Aida A. Aydemir, Beatrix Vereijken, Valdo Arnera, Nadir Ammour, Michael Jackson, Tilo Hache, Ronenn Roubenoff
Publié dans: Digital Biomarkers, Numéro 4/1, 2020, Page(s) 13-27, ISSN 2504-110X
Éditeur: S Karger AG
DOI: 10.1159/000512513

Sensor-Based and Patient-Based Assessment of Daily-Living Physical Activity in People with Parkinson’s Disease: Do Motor Subtypes Play a Role?

Auteurs: Irina Galperin, Talia Herman, Mira Assad, Natalie Ganz, Anat Mirelman, Nir Giladi, Jeffrey M. Hausdorff
Publié dans: Sensors, Numéro 20/24, 2020, Page(s) 7015, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20247015

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

Auteurs: "Mazzà , Claudia; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Bonci, Tecla; Brown, Philip; Brozgol, Marina; Buckley, Ellen; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; Chynkiamis, Nikolaos; Ciravegna, Fabio; Del Din, Silvia; Eskofier, Bjö rn; Evers, Jordi; Garcia Aymerich, Judith; Gazit, Eran; Hansen, Clint; Hausdorff, Je"
Publié dans:  BMJ Open, Numéro Volume 11, Numéro 12, 2021, ISSN 2044-6055
Éditeur: BMJ Publishing Group
DOI: 10.1136/bmjopen-2021-050785

Treadmill training and physiotherapy similarly improve dual task gait performance: a randomized-controlled trial in Parkinson's disease.

Auteurs: Gaßner H, Trutt E, Seifferth S, Friedrich J, Zucker D, Salhani Z, Adler W, Winkler J, Jost WH.
Publié dans: Journal of Neural Transmission, Numéro Sep;129(9):1189-1200., 2022, ISSN 0300-9564
Éditeur: Springer Verlag
DOI: 10.1007/s00702-022-02514-4

Can Digital Mobility Assessment Enhance the Clinical Assessment of Disease Severity in Parkinson’s Disease?

Auteurs: Kirk, C., Zia Ur Rehman, R., Galna, B., Alcock, Lisa, Ranciati, S., Palmerini, L., Garcia-Aymerich, Judith., Hansen, C., Schaeffer, E., Berg, D., Maetzler, W., | Rochester, L., Del Din, S., Yarnall, A.
Publié dans: Journal of Parkinson's Disease, Numéro vol. 13, no. 6,, 2023, Page(s) pp. 999-1009, ISSN 1877-718X
Éditeur: IOS Press
DOI: 10.3233/jpd-230044

Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease

Auteurs: Martin Ullrich, Annika Mücke, Arne Küderle, Nils Roth, Till Gladow, Heiko Gaßner, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, and Felix Kluge
Publié dans: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Numéro Volume 29:2103-2111, 2021, ISSN 1558-0210
Éditeur: IEEE
DOI: 10.1109/tnsre.2021.3119390

Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium

Auteurs: M. Encarna Micó-Amigo, Tecla Bonci, Anisoara Paraschiv-Ionescu, Martin Ullrich, Cameron Kirk, Abolfazl Soltani, Arne Küderle, Eran Gazit, Francesca Salis, Lisa Alcock, Kamiar Aminian, Clemens Becker, Stefano Bertuletti, Philip Brown, Ellen Buckley, Alma Cantu, Anne-Elie Carsin, Marco Caruso, Brian Caulfield, Andrea Cereatti, Lorenzo Chiari, Ilaria D’Ascanio, Bjoern Eskofier, Sara Fernstad, Mar
Publié dans: Journal of NeuroEngineering and Rehabilitation, Numéro Jun 14; 20, 2023, Page(s) Article number: 78, ISSN 1743-0003
Éditeur: BioMed Central
DOI: 10.1186/s12984-023-01198-5

Listening to the patients’ voice: a conceptual framework of the walking experience

Auteurs: Laura Delgado-Ortiz; Ashley Polhemus; Alison Keogh; Norman Sutton; Werner Remmele; Clint Hansen; Felix Kluge; Basil Sharrack; Clemens Becker; Thierry Troosters; Walter Maetzler; Lynn Rochester; Anja Frei; Milo A Puhan; Judith Garcia-Aymerich
Publié dans: Age and Ageing, Numéro Volume 52, Numéro 1, January 2023, 2023, ISSN 1468-2834
Éditeur: Oxford Academic
DOI: 10.1093/ageing/afac233

tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation

Auteurs: Arne Küderle; Robert Richer; Raul C. Sîmpetru; Bjoern M. Eskofier
Publié dans: Journal of Open Source Software, Numéro 8(82), 4953,, 2023, ISSN 2475-9066
Éditeur: Journal of Open Source Software
DOI: 10.21105/joss.04953

Digital endpoints in clinical trials of Alzheimer’s disease and other neurodegenerative diseases: challenges and opportunities

Auteurs: Brem, A.-K., Kuruppu, S., de Boer, C., Muurling, M., Diaz-Ponce, A., Gove, D., Curcic, J., Pilotto, A., Ng, W.-F., Cummins, N., Malzbender, K., Nies, V. J. M., Erdemli, G., Graeber, J., Narayan, V. A., Rochester, L., Maetzler, W., Aarsland, D. (on behalf of the RADAR-AD Consortium).
Publié dans: Frontiers in Neurology, Numéro Jun 15; 14, 2023, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2023.1210974

Feasibility and usability of a digital health technology system to monitor mobility and assess medication adherence in mild-to-moderate Parkinson’s disease

Auteurs: Héloïse Debelle, Emma Packer, Esther Beales, Harry G B Bailey, Ríona Mc Ardle, Philip Brown, Heather Hunter, Fabio Ciravegna, Neil Ireson, Jordi Evers, Martijn Niessen, Jian Qing SHI, Alison J Yarnall, Lynn Rochester, Lisa Alcock, Silvia Del Din.
Publié dans: Frontiers in Neurology, Numéro Volume 14 - 2023, 2023, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2023.1111260

On the use of wearable sensors as mobility biomarkers in the marketing authorization of new drugs: A regulatory perspective

Auteurs: Viceconti, Marco; Tome, Maria; Dartee, Wilhelmus; Knezevic, Igor; Penna, Sabina Hernandez; Mazzà, Claudia; Caulfield, Brian; Garcia-Aymerich, Judith; Becker, Clemens; Maetzler, Walter; Troosters, Thierry; Sharrack, Basil; Davico, Giorgio; Corriol-Rohou, Solange; Rochester, Lynn; Mobilise-D Consortium
Publié dans: Frontiers in Medicine, Sec. Regulatory Science, Numéro 9, 2022, ISSN 2296-858X
Éditeur: Frontiers in Medicine
DOI: 10.3389/fmed.2022.996903

Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes

Auteurs: Marco Viceconti, Sabina Hernandez Penna, Wilhelmus Dartee, Claudia Mazzà, Brian Caulfield, Clemens Becker, Walter Maetzler, Judith Garcia-Aymerich, Giorgio Davico, Lynn Rochester
Publié dans: Sensors, Numéro 20/20, 2020, Page(s) 5920, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20205920

An Objective Methodology for the Selection of a Device for Continuous Mobility Assessment

Auteurs: Tecla Bonci, Alison Keogh, Silvia Del Din, Kirsty Scott, Claudia Mazzà
Publié dans: Sensors, Numéro 20/22, 2020, Page(s) 6509, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20226509

Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization

Auteurs: Luca Palmerini; Luca Reggi; Tecla Bonci; Silvia Del Din; M. Encarna Micó-Amigo; Francesca Salis; Stefano Bertuletti; Marco Caruso; Andrea Cereatti; Eran Gazit; Anisoara Paraschiv-Ionescu; Abolfazl Soltani; Felix Kluge; Arne Küderle; Martin Ullrich; Cameron Kirk; Hugo Hiden; Ilaria D’Ascanio; Clint Hansen; Lynn Rochester; Claudia Mazzà; Lorenzo Chiari
Publié dans: Scientific Data, Numéro volume 10, Article number: 38 (2023), 2023, ISSN 2052-4463
Éditeur: Sci data
DOI: 10.1038/s41597-023-01930-9

Translating digital healthcare to enhance clinical management: a protocol for an observational study using a digital health technology system to monitor medication adherence and its effect on mobility in people with Parkinson’s

Auteurs: Emma Packer; Héloïse Debelle; Harry G B Bailey; Fabio Ciravegna; Neil Ireson; Jordi Evers; Martijn Niessen; Jian Qing Shi; Alison J Yarnall; Lynn Rochester; Lisa Alcock; Silvia Del Din
Publié dans: BMJ Open, Numéro 39, 2023, ISSN 2044-6055
Éditeur: BMJ Publishing Group
DOI: 10.1136/bmjopen-2023-073388

Body-Worn Sensors for Remote Monitoring of Parkinson’s Disease Motor Symptoms: Vision, State of the Art, and Challenges Ahead

Auteurs: Silvia Del Din, Cameron Kirk, Alison J. Yarnall, Lynn Rochester, Jeffrey M. Hausdorff
Publié dans: Journal of Parkinson's Disease, 2021, Page(s) 1-13, ISSN 1877-7171
Éditeur: IOS Press
DOI: 10.3233/jpd-202471

Real-World Walking Speed Assessment Using a Mass-Market RTK-GNSS Receiver

Auteurs: Reggi Luca, Palmerini Luca, Chiari Lorenzo, Mellone Sabato
Publié dans: Frontiers in Bioengineering and Biotechnology, 2022, ISSN 2296-4185
Éditeur: Frontiers Media S.A.
DOI: 10.3389/fbioe.2022.873202

Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data

Auteurs: Ullrich, M., Küderle, A., Reggi, L., Cereatti, A., Eskofier, B.M., & Kluge, F. 
Publié dans: IEEE 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, ISSN 2694-0604
Éditeur: IEEE
DOI: 10.1109/embc46164.2021.9630653

Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device

Auteurs: Cameron Kirk; Arne Küderle; M. Encarna Micó-Amigo; Tecla Bonci; Anisoara Paraschiv-Ionescu; Martin Ullrich; Abolfazl Soltani; Eran Gazit; Francesca Salis; Lisa Alcock; Kamiar Aminian; Clemens Becker; Stefano Bertuletti; Philip Brown; Ellen Buckley; Alma Cantu; Anne-Elie Carsin; Marco Caruso; Brian Caulfield; Andrea Cereatti; Lorenzo Chiari; Ilaria D’Ascanio; Judith Garcia-Aymerich; Clint Hanse
Publié dans: Scientific Reports, Numéro Vol 14, Iss 1, Pp 1-23 (2024), 2024, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-024-51766-5

A Multifactorial Model of Multiple Sclerosis Gait and its Changes Across Different Disability Levels

Auteurs: Lorenza Angelini, Ellen Buckley, Tecla Bonci, Alexandra Radford, Basil Sharrack, David Paling, Krishnan Padmakumari Sivaraman Nair, Claudia Mazza
Publié dans: IEEE Transactions on Biomedical Engineering, Numéro 24.02.2021, 2021, Page(s) 1-1, ISSN 0018-9294
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbme.2021.3061998

Fragmentation, circadian amplitude, and fractal pattern of daily-living physical activity in people with multiple sclerosis: Is there relevant information beyond the total amount of physical activity?

Auteurs: Amit Salomon, Irina Galperin, David Buzaglo, Anat Mirelman, Keren Regev, Arnon Karni, Tanja Schmitz-Hübsch, Friedemann Paul, Hannes Devos, Jacob J Sosnoff, Eran Gazit, Raz Tamir, Nathaniel Shimoni, Jeffrey M Hausdorff
Publié dans: Multiple Sclerosis and Related Disorders, Numéro Volume 68, December 2022, 104108, 2022, ISSN 1879-3282
Éditeur: Elsevier
DOI: 10.1016/j.msard.2022.104108

An Algorithm for Accurate Marker-Based Gait Event Detection in Healthy and Pathological Populations During Complex Motor Tasks

Auteurs: Tecla Bonci; Francesca Salis; Kirsty Scott; Lisa Alcock; Clemens Becker; Stefano Bertuletti; Ellen Buckley; Marco Caruso; Andrea Cereatti; Silvia Del Din; Eran Gazit; Clint Hansen; Jeffrey M. Hausdorff; Walter Maetzler; Luca Palmerini; Lynn Rochester; Lars Schwickert; Basil Sharrack; Ioannis Vogiatzis; Claudia Mazzà
Publié dans: Frontiers in Bioengineering and Biotechnology, Sec. Biomechanics, Numéro Volume 10, 2022, ISSN 2296-4185
Éditeur: Frontiers in Bioengineering and Biotechnology
DOI: 10.3389/fbioe.2022.868928

Mobilise-D: Evaluering av gange og mobilitet på en innovativ måte

Auteurs: Kristin Taraldsen, Jorunn L Helbostad, Lars Gunnar Johnson, Ingvild Saltved, Beatrix Vereijken
Publié dans: Fysioterapeuten, Numéro 4.21, 2021, Page(s) 70-72, ISSN 0807-9277
Éditeur: Norsk Fysioterapeutforbund
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Next-generation digital tools for mobility in research & health

Auteurs: Vereijken, Beatrix; Rochester, Lynn
Publié dans: Open Access Government, 2021
Éditeur: Open Access Government
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Multi-sensor integration and data fusion for enriching gait assessment In and Out of the laboratory

Auteurs: Cereatti, A.; Bertuletti, S.; Caruso, M.; Salis, F.
Publié dans: International Society of Biomechanics (ISB), Numéro 1, 2019
Éditeur: ISB2019
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Accuracy of a multi-sensor system in stride parameters estimation: comparison of straight and curvilinear portions.

Auteurs: F. Salis, S. Bertuletti, K. Scott, M. Caruso, T. Bonci, E. Buckley, U. Della Croce, C. Mazzà and A. Cereatti
Publié dans: Proceedings XXI Congresso SIAMOC 2021, 2021, Page(s) 95, ISSN 2038-7954
Éditeur: AMS Acta
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Continuous mobility monitoring: what is currently missing for a widespread deployment in clinical and research settings?

Auteurs: Bonci, Tecla; Keogh, Alisson; Del Din, Silvia; Scott, Kirsty; Mazzà, Claudia
Publié dans: International Conference on the Virtual Physiological Human (VPH), Numéro 5, 2020
Éditeur: VPH2020
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Accuracy of the Orientation Estimate Obtained Using Four Sensor Fusion Filters Applied to Recordings of Magneto-Inertial Sensors Moving at Three Rotation Rates

Auteurs: M. Caruso, A. M. Sabatini, M. Knaflitz, M. Gazzoni, U. Della Croce, A. Cereatti
Publié dans: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 2053-2058, ISBN 978-1-5386-1311-5
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Towards an automatic parameter setting for MIMU sensor fusion algorithms

Auteurs: M. Caruso; R. Rossanigo; A.M. Sabatini; M. Knaflitz; M. Gazzoni; U. Della Croce; A. Cereatti
Publié dans: Gait & Posture, Numéro 5, 2019
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Real-world speed estimation using single trunk IMU: methodological challenges for impaired gait patterns *

Auteurs: Anisoara Paraschiv-Ionescu, Abolfazl Soltani, Kamiar Aminian
Publié dans: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020, Page(s) 4596-4599, ISBN 978-1-7281-1990-8
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An Optimal Procedure for Stride Length Estimation Using Foot-Mounted Magneto-Inertial Measurement Units

Auteurs: Rossanigo, R., Caruso, M., Salis, F., Bertuletti, S., Della Croce, U., Cereatti,A.
Publié dans: IEEE International Workshop on Medical Measurement and Applications (MEMEA), Numéro June 23 (2021), 2021, ISSN 2169-3536
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Multi-sensor integration and data fusion for enhancing gait assessment in and out of the laboratory

Auteurs: F. Salis; S. Bertuletti; M. Caruso; U. Della Croce; C. Mazzà; A. Cereatti
Publié dans: Gait & Posture 74 34, Numéro 4, 2019
Éditeur: ISM2019
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Parallel Assemblies Plot, a visualization tool to explore categorical and quantitative data: application to digital mobility outcomes

Auteurs: Cantu, Alma; Micó-Amigo, Maria Encarna; Del Din, Silvia; Fernstad, Sara Johansson
Publié dans: IEEE Pacific (formerly Asia-Pacific APVIS) Visualization Symposium, Numéro 2023, Apr 18; 21-30, 2023, ISSN 2165-8773
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Effects of pharmacological and non-pharmacological interventions on physical activity outcomes in chronic respiratory diseases: a systematic review and meta-analysis

Auteurs: D Megaritis, E Hume, N Chynkiamis, C Buckley, AM Polhemus, H Watz, T Troosters, I Vogiatzis
Publié dans: Thorax, Numéro 77, 2022, Page(s) A215, ISSN 1468-3296
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Gait in real world: validated algorithms for gait periods and speed estimation using a single wearable sensor

Auteurs: Soltani, Abolfazl
Publié dans: 2020
Éditeur: Lausanne, EPFL
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