Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/37531
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dc.contributor.authorYPERMAN, Jan-
dc.contributor.authorPOPESCU, Veronica-
dc.contributor.authorVAN WIJMEERSCH, Bart-
dc.contributor.authorBECKER, Thijs-
dc.contributor.authorPEETERS, Liesbet-
dc.date.accessioned2022-06-15T09:55:03Z-
dc.date.available2022-06-15T09:55:03Z-
dc.date.issued2022-
dc.date.submitted2022-06-01T15:34:36Z-
dc.identifier.citationScientific Data, 9 (1) (Art N° 207)-
dc.identifier.urihttp://hdl.handle.net/1942/37531-
dc.description.abstractMultiple sclerosis (MS) is a chronic disease affecting millions of people worldwide. Through the demyelinating and axonal pathology of MS, the signal conduction in the central nervous system is affected. Evoked potential measurements allow clinicians to monitor this process and can be used for decision support. We share a dataset that contains motor evoked potential (MEP) measurements, in which the brain is stimulated and the resulting signal is measured in the hands and feet. This results in time series of 100 milliseconds long. Typically, both hands and feet are measured in one hospital visit. The dataset contains 5586 visits of 963 patients, performed in day-to-day clinical care over a period of 6 years. The dataset consists of approximately 100,000 MEP. Clinical metadata such as the expanded disability status scale, sex, and age is also available. This dataset can be used to explore the role of evoked potentials in MS research and patient care. It may also be used as a benchmark for time series analysis and predictive modelling.-
dc.description.sponsorshipTe authors would like to thank the personnel working at the MS clinic for their help while collecting the data. In particular, we would like to thank Henny Strackx for his help with extracting the data from the local servers, Daisy Mobers for her input on how the measurements were performed, and Filip Van Elsen for his input on the technical aspects of the measurement devices used. Furthermore, we thank Patricia Tielens, Dieter Flament, An Voets, Jorina Nickmans and Benny Daems for their legal counsel and Wim Lamotte for answering our questions about the security measures that had to be taken for data transfer. Finally, we thank P95 for their work in assessing the re-identifcation risk of the dataset. Te computational resources and services used in this work were provided by the VSC (Flemish Supercomputer Center), funded by the Research Foundation - Flanders (FWO) and the Flemish Government - department EWI. Tis research received funding from the Flemish Government under the “Onderzoeksprogramma Artifciële Intelligentie (AI) Vlaanderen” programme. This work was supported by Research Foundation—Flanders (FWO) for ELIXIR Belgium (I002819N), and Hermesfonds for ELIXIR Belgium (AH.2017.051, IO 17001306).-
dc.language.isoen-
dc.publisherNATURE PORTFOLIO-
dc.rightsTe Author(s) 2022 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. Te images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.-
dc.titleMotor evoked potentials for multiple sclerosis, a multiyear follow-up dataset-
dc.typeJournal Contribution-
dc.identifier.issue1-
dc.identifier.volume9-
local.bibliographicCitation.jcatA1-
dc.description.notesPeeters, LM (corresponding author), Hasselt Univ, Biomed Res Inst BIOMED, B-3500 Hasselt, Belgium.; Peeters, LM (corresponding author), Hasselt Univ, Data Sci Inst DSI, B-3500 Hasselt, Belgium.; Peeters, LM (corresponding author), Hasselt Univ, Univ MS Ctr UMSC, B-3500 Hasselt, Belgium.-
dc.description.notesliesbet.peeters@uhasselt.be-
local.publisher.placeHEIDELBERGER PLATZ 3, BERLIN, 14197, GERMANY-
local.type.refereedRefereed-
local.type.specifiedArticle-
local.bibliographicCitation.artnr207-
dc.identifier.doi10.1038/s41597-022-01335-0-
dc.identifier.isiWOS:000796510400002-
local.provider.typewosris-
local.description.affiliation[Yperman, Jan; Popescu, Veronica; Van Wijmeersch, Bart; Peeters, Liesbet M.] Hasselt Univ, Biomed Res Inst BIOMED, B-3500 Hasselt, Belgium.-
local.description.affiliation[Yperman, Jan; Peeters, Liesbet M.] Hasselt Univ, Data Sci Inst DSI, B-3500 Hasselt, Belgium.-
local.description.affiliation[Yperman, Jan; Popescu, Veronica; Van Wijmeersch, Bart; Peeters, Liesbet M.] Hasselt Univ, Univ MS Ctr UMSC, B-3500 Hasselt, Belgium.-
local.description.affiliation[Yperman, Jan] Hasselt Univ, Theoret Phys, B-3500 Hasselt, Belgium.-
local.description.affiliation[Popescu, Veronica; Van Wijmeersch, Bart] Univ MS Ctr UMSC, Noorderhart Hosp, B-3900 Pelt, Belgium.-
local.description.affiliation[Becker, Thijs] Hasselt Univ, Data Sci Inst DSI, I Biostat, B-3500 Hasselt, Belgium.-
local.uhasselt.internationalno-
item.fulltextWith Fulltext-
item.contributorYPERMAN, Jan-
item.contributorPOPESCU, Veronica-
item.contributorVAN WIJMEERSCH, Bart-
item.contributorBECKER, Thijs-
item.contributorPEETERS, Liesbet-
item.accessRightsOpen Access-
item.validationecoom 2023-
item.fullcitationYPERMAN, Jan; POPESCU, Veronica; VAN WIJMEERSCH, Bart; BECKER, Thijs & PEETERS, Liesbet (2022) Motor evoked potentials for multiple sclerosis, a multiyear follow-up dataset. In: Scientific Data, 9 (1) (Art N° 207).-
crisitem.journal.eissn2052-4463-
Appears in Collections:Research publications
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