{"id":"https://openalex.org/W1586225743","doi":"https://doi.org/10.1007/s11517-015-1383-7","title":"Evaluation of an Expanded Disability Status Scale (EDSS) modeling strategy in multiple sclerosis","display_name":"Evaluation of an Expanded Disability Status Scale (EDSS) modeling strategy in multiple sclerosis","publication_year":2015,"publication_date":"2015-09-07","ids":{"openalex":"https://openalex.org/W1586225743","doi":"https://doi.org/10.1007/s11517-015-1383-7","mag":"1586225743","pmid":"https://pubmed.ncbi.nlm.nih.gov/26345244"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-015-1383-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-015-1383-7","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101505838","display_name":"Hua Cao","orcid":"https://orcid.org/0009-0007-7678-3717"},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]},{"id":"https://openalex.org/I3132096951","display_name":"Hautes \u00c9tudes d'Ing\u00e9nieur","ror":"https://ror.org/0185jey51","country_code":"FR","type":"education","lineage":["https://openalex.org/I3132096951"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hua Cao","raw_affiliation_strings":["Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France. caohua07@gmail.com","Department of Energy, Electricity and Automatic, HEI, 13 rue de Toul, 59046, Lille, France. caohua07@gmail.com"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France. caohua07@gmail.com","institution_ids":["https://openalex.org/I181827316"]},{"raw_affiliation_string":"Department of Energy, Electricity and Automatic, HEI, 13 rue de Toul, 59046, Lille, France. caohua07@gmail.com","institution_ids":["https://openalex.org/I3132096951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060909024","display_name":"Laurent Peyrodie","orcid":"https://orcid.org/0000-0001-6602-9584"},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Peyrodie","raw_affiliation_strings":["Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","Department of Energy, Electricity and Automatic, HEI, 13 rue de Toul, 59046, Lille, France"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","institution_ids":["https://openalex.org/I181827316","https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Department of Energy, Electricity and Automatic, HEI, 13 rue de Toul, 59046, Lille, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077043901","display_name":"Olivier Agnani","orcid":null},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4210137780","display_name":"Groupe Hospitalier de l'Institut Catholique de Lille","ror":"https://ror.org/03wr2ty35","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210137780"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Agnani","raw_affiliation_strings":["Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","Department of Physical Medicine and Rehabilitation, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","institution_ids":["https://openalex.org/I181827316","https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Department of Physical Medicine and Rehabilitation, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France","institution_ids":["https://openalex.org/I4210137780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001609715","display_name":"Fabrice Cavillon","orcid":null},"institutions":[{"id":"https://openalex.org/I181827316","display_name":"Universit\u00e9 Catholique de Lille","ror":"https://ror.org/025s1b152","country_code":"FR","type":"education","lineage":["https://openalex.org/I181827316"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Cavillon","raw_affiliation_strings":["Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","Facult\u00e9 de M\u00e9decine et de Ma\u00efeutique, Lille, France"],"affiliations":[{"raw_affiliation_string":"Biomedical Signal Processing Unit, Catholic University of Lille, Lille, France","institution_ids":["https://openalex.org/I181827316","https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine et de Ma\u00efeutique, Lille, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070134975","display_name":"Patrick Hautec\u0153ur","orcid":"https://orcid.org/0000-0003-4419-6482"},"institutions":[{"id":"https://openalex.org/I4210137780","display_name":"Groupe Hospitalier de l'Institut Catholique de Lille","ror":"https://ror.org/03wr2ty35","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210137780"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Hautecoeur","raw_affiliation_strings":["Department of Neurology, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France","Facult\u00e9 de M\u00e9decine et de Ma\u00efeutique, Lille, France"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France","institution_ids":["https://openalex.org/I4210137780"]},{"raw_affiliation_string":"Facult\u00e9 de M\u00e9decine et de Ma\u00efeutique, Lille, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076557958","display_name":"C. Donz\u00e9","orcid":"https://orcid.org/0000-0001-7884-5845"},"institutions":[{"id":"https://openalex.org/I4210137780","display_name":"Groupe Hospitalier de l'Institut Catholique de Lille","ror":"https://ror.org/03wr2ty35","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210137780"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9cile Donz\u00e9","raw_affiliation_strings":["Department of Physical Medicine and Rehabilitation, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France"],"affiliations":[{"raw_affiliation_string":"Department of Physical Medicine and Rehabilitation, Groupe Hospitalier de l'Institut Catholique de Lille (GHICL), Lille, France","institution_ids":["https://openalex.org/I4210137780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101505838"],"corresponding_institution_ids":["https://openalex.org/I181827316","https://openalex.org/I3132096951"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.4436,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.64874396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"53","issue":"11","first_page":"1141","last_page":"1151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12269","display_name":"Effects of Vibration on Health","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9315000176429749,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recurrence-quantification-analysis","display_name":"Recurrence quantification analysis","score":0.8838493227958679},{"id":"https://openalex.org/keywords/expanded-disability-status-scale","display_name":"Expanded Disability Status Scale","score":0.8381410837173462},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.6632946133613586},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5087822079658508},{"id":"https://openalex.org/keywords/relapsing-remitting","display_name":"Relapsing remitting","score":0.48584648966789246},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.45702382922172546},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4380812644958496},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37349438667297363},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3276204466819763},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.1138598620891571},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07348540425300598}],"concepts":[{"id":"https://openalex.org/C43456602","wikidata":"https://www.wikidata.org/wiki/Q7303254","display_name":"Recurrence quantification analysis","level":3,"score":0.8838493227958679},{"id":"https://openalex.org/C2780892749","wikidata":"https://www.wikidata.org/wiki/Q929518","display_name":"Expanded Disability Status Scale","level":3,"score":0.8381410837173462},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.6632946133613586},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5087822079658508},{"id":"https://openalex.org/C3020694758","wikidata":"https://www.wikidata.org/wiki/Q42417392","display_name":"Relapsing remitting","level":3,"score":0.48584648966789246},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.45702382922172546},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4380812644958496},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37349438667297363},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3276204466819763},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.1138598620891571},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07348540425300598},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004185","descriptor_name":"Disability Evaluation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004185","descriptor_name":"Disability Evaluation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004185","descriptor_name":"Disability Evaluation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-015-1383-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-015-1383-7","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:26345244","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26345244","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1968168694","https://openalex.org/W1976005042","https://openalex.org/W1984391316","https://openalex.org/W1984937264","https://openalex.org/W1999064368","https://openalex.org/W2004031172","https://openalex.org/W2012365353","https://openalex.org/W2013660124","https://openalex.org/W2016751093","https://openalex.org/W2020736763","https://openalex.org/W2029614503","https://openalex.org/W2031365860","https://openalex.org/W2035425174","https://openalex.org/W2040426591","https://openalex.org/W2044494494","https://openalex.org/W2047190444","https://openalex.org/W2081681829","https://openalex.org/W2084868992","https://openalex.org/W2107025619","https://openalex.org/W2109132687","https://openalex.org/W2112165124","https://openalex.org/W2116663680","https://openalex.org/W2126651851","https://openalex.org/W2127689776","https://openalex.org/W2134394369","https://openalex.org/W2141458930","https://openalex.org/W2149898467","https://openalex.org/W2158038039","https://openalex.org/W2166166718","https://openalex.org/W2171113203","https://openalex.org/W2318858522","https://openalex.org/W2916040650","https://openalex.org/W4236891516"],"related_works":["https://openalex.org/W3126781973","https://openalex.org/W4292707405","https://openalex.org/W2727984870","https://openalex.org/W4311483557","https://openalex.org/W2783858965","https://openalex.org/W3094935598","https://openalex.org/W4238977932","https://openalex.org/W2327660953","https://openalex.org/W1575376679","https://openalex.org/W2394374926"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}