Sensor-Derived Measures of Motor and Cognitive Functions in People With Multiple Sclerosis Using Unsupervised Smartphone-Based Assessments: Proof-of-Concept Study
Reported results highlight that smartphone-based assessments are suitable tools to remotely obtain high-quality SDMs of cognitive and motor function in people with MS. The presented SDM selection framework promises to increase the interpretability and standardization of smartphone-based SDMs in people with MS, paving the way for their future use in interventional trials.
Authors
- Adrien Juraver
- Lauren Zajac (ORCID: https://orcid.org/0000-0002-1642-4284)
- Loïc Carment (ORCID: https://orcid.org/0000-0002-1358-2877)
- Julie Charré‐Morin
- Christoph M. Kanzler (ORCID: https://orcid.org/0000-0003-1214-8347)
- Gautier Cosne
- Matthew Scaramozza (ORCID: https://orcid.org/0000-0003-3738-459X)
- Joaquin Penalver-Andres (ORCID: https://orcid.org/0000-0001-8181-7538)
- Laïtissia Ahamada
- Nolan Campbell
- Shibeshih Mitiku Belachew (ORCID: https://orcid.org/0000-0003-3976-1950)
- Patrizia A. Chiesa (ORCID: https://orcid.org/0000-0002-1606-9008)
- Aurélie Ruet (ORCID: https://orcid.org/0000-0002-0020-8739)
- Angelos Karatsidis (ORCID: https://orcid.org/0000-0001-6474-9377)
- Claudia Mazzà (ORCID: https://orcid.org/0000-0002-5215-1746)
- Marta Ruíz (ORCID: https://orcid.org/0009-0007-7744-4207)
- Alf Scotland (ORCID: https://orcid.org/0000-0001-9590-8617)
- Gabrielle Simoneau (ORCID: https://orcid.org/0000-0001-9310-6274)
- Léa Diouf
- E Bartholomé (ORCID: https://orcid.org/0009-0007-1370-8197)
- Bruno Brochet (ORCID: https://orcid.org/0000-0003-3824-2796)
- Johan van Beek (ORCID: https://orcid.org/0000-0002-5641-0004)
- Christine C. Guo (ORCID: https://orcid.org/0000-0003-1530-0172)
- Zhaonan Sun (ORCID: https://orcid.org/0000-0001-5333-4387)
- Aurore Saubusse
- Minao Tang
Institutions
- Biogen (United States) (US)
- Université de Bordeaux (FR)
- Inserm (FR)
- Centre Hospitalier Universitaire de Bordeaux (FR)
- Neurocentre Magendie (FR)
Publication Details
- Journal
- JMIR Formative Research
- Published
- 2024-11-08
- DOI
- https://doi.org/10.2196/60673
- Citations
- 2
- Primary Topic
- Multiple Sclerosis Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.85
Funders
- Biogen
- Centre Hospitalier Universitaire de Bordeaux