{"id":"https://openalex.org/W4293677871","doi":"https://doi.org/10.3390/s22165940","title":"Fall Prediction Based on Instrumented Measures of Gait and Turning in Daily Life in People with Multiple Sclerosis","display_name":"Fall Prediction Based on Instrumented Measures of Gait and Turning in Daily Life in People with Multiple Sclerosis","publication_year":2022,"publication_date":"2022-08-09","ids":{"openalex":"https://openalex.org/W4293677871","doi":"https://doi.org/10.3390/s22165940","pmid":"https://pubmed.ncbi.nlm.nih.gov/36015700"},"language":"en","primary_location":{"id":"doi:10.3390/s22165940","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22165940","pdf_url":"https://www.mdpi.com/1424-8220/22/16/5940/pdf?version=1660042258","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/16/5940/pdf?version=1660042258","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042590548","display_name":"Ishu Arpan","orcid":null},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]},{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ishu Arpan","raw_affiliation_strings":["Advanced Imaging Research Center, Oregon Health & Science University Portland, OR 97239, USA","Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Imaging Research Center, Oregon Health & Science University Portland, OR 97239, USA","institution_ids":["https://openalex.org/I4210145671","https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000499923","display_name":"Vrutangkumar V. Shah","orcid":"https://orcid.org/0000-0002-8626-1089"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vrutangkumar V. Shah","raw_affiliation_strings":["APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":"https://orcid.org/0000-0002-8626-1089","affiliations":[{"raw_affiliation_string":"APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","institution_ids":[]},{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049359099","display_name":"James McNames","orcid":"https://orcid.org/0000-0001-8091-3560"},"institutions":[{"id":"https://openalex.org/I126345244","display_name":"Portland State University","ror":"https://ror.org/00yn2fy02","country_code":"US","type":"education","lineage":["https://openalex.org/I126345244"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James McNames","raw_affiliation_strings":["APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","Department of Electrical and Computer Engineering, Portland State University, 1825 SW Broadway, Portland, OR 97201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Portland State University, 1825 SW Broadway, Portland, OR 97201, USA","institution_ids":["https://openalex.org/I126345244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069815889","display_name":"Graham Harker","orcid":"https://orcid.org/0000-0002-2959-3837"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Graham Harker","raw_affiliation_strings":["Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000183716","display_name":"Patricia Carlson\u2010Kuhta","orcid":"https://orcid.org/0000-0002-5794-4155"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patricia Carlson-Kuhta","raw_affiliation_strings":["Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":"https://orcid.org/0000-0002-5794-4155","affiliations":[{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068632109","display_name":"Rebecca Spain","orcid":"https://orcid.org/0000-0002-8316-3723"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Spain","raw_affiliation_strings":["Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064940719","display_name":"Mahmoud El\u2010Gohary","orcid":"https://orcid.org/0000-0002-2678-8823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmoud El-Gohary","raw_affiliation_strings":["APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023776975","display_name":"Martina Mancini","orcid":"https://orcid.org/0000-0002-4532-3984"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martina Mancini","raw_affiliation_strings":["Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047802487","display_name":"Fay B. Horak","orcid":"https://orcid.org/0000-0001-7704-5459"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fay B. Horak","raw_affiliation_strings":["APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA"],"raw_orcid":"https://orcid.org/0000-0001-7704-5459","affiliations":[{"raw_affiliation_string":"APDM Wearable Technologies-A Clario Company, 2828 S Corbett Ave, Ste 135, Portland, OR 97201, USA","institution_ids":[]},{"raw_affiliation_string":"Department of Neurology, Oregon Health & Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5042590548"],"corresponding_institution_ids":["https://openalex.org/I165690674","https://openalex.org/I4210145671"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.067,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.92404361,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"16","first_page":"5940","last_page":"5940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9972000122070312,"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":0.9972000122070312,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6942473649978638},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6535407304763794},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.5163673162460327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4958361089229584},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.47498124837875366},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.4664560854434967},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.4488157629966736},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.44713330268859863},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11115303635597229},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.09961158037185669},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08014395833015442}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6942473649978638},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6535407304763794},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.5163673162460327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4958361089229584},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.47498124837875366},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.4664560854434967},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.4488157629966736},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.44713330268859863},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11115303635597229},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.09961158037185669},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08014395833015442}],"mesh":[{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22165940","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22165940","pdf_url":"https://www.mdpi.com/1424-8220/22/16/5940/pdf?version=1660042258","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36015700","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36015700","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pdxscholar.library.pdx.edu:ece_fac-1706","is_oa":true,"landing_page_url":"https://pdxscholar.library.pdx.edu/ece_fac/699","pdf_url":null,"source":{"id":"https://openalex.org/S4377196300","display_name":"PDXScholar  (Portland State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126345244","host_organization_name":"Portland State University","host_organization_lineage":["https://openalex.org/I126345244"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical and Computer Engineering Faculty Publications and Presentations","raw_type":null},{"id":"pmh:oai:doaj.org/article:86724ba7757743ee9595aa2f25fad409","is_oa":true,"landing_page_url":"https://doaj.org/article/86724ba7757743ee9595aa2f25fad409","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 16, p 5940 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/16/5940/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22165940","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 16; Pages: 5940","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9415310","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9415310","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22165940","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22165940","pdf_url":"https://www.mdpi.com/1424-8220/22/16/5940/pdf?version=1660042258","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.6100000143051147,"display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G3919307354","display_name":null,"funder_award_id":"#R43AG044863","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4348416940","display_name":null,"funder_award_id":"#R44AG055388","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G8903824415","display_name":null,"funder_award_id":"# W81XWH-18-1-0425","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320309233","display_name":"Oregon Health and Science University","ror":"https://ror.org/009avj582"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293677871.pdf","grobid_xml":"https://content.openalex.org/works/W4293677871.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1646335391","https://openalex.org/W1976850150","https://openalex.org/W2001286221","https://openalex.org/W2001818617","https://openalex.org/W2005877913","https://openalex.org/W2026051200","https://openalex.org/W2029838097","https://openalex.org/W2041891339","https://openalex.org/W2067428313","https://openalex.org/W2086080135","https://openalex.org/W2096044210","https://openalex.org/W2119228914","https://openalex.org/W2127469901","https://openalex.org/W2136325849","https://openalex.org/W2157087000","https://openalex.org/W2158156478","https://openalex.org/W2220788145","https://openalex.org/W2737503982","https://openalex.org/W2778092713","https://openalex.org/W2787745926","https://openalex.org/W2787785962","https://openalex.org/W2796449461","https://openalex.org/W2800780969","https://openalex.org/W2885458150","https://openalex.org/W2890415724","https://openalex.org/W2899108359","https://openalex.org/W2912105381","https://openalex.org/W2933452568","https://openalex.org/W2979118233","https://openalex.org/W2999167632","https://openalex.org/W3107225396","https://openalex.org/W3108944498","https://openalex.org/W3133811448","https://openalex.org/W3211835026","https://openalex.org/W4213123043","https://openalex.org/W6636783315","https://openalex.org/W6660885872","https://openalex.org/W6689070901","https://openalex.org/W6755667933"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2790560349","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995"],"abstract_inverted_index":{"This":[0],"study":[1,44],"investigates":[2],"the":[3,62,151,156,181,234,239,252],"potential":[4],"of":[5,8,27,31,34,45,92,96,121,131,147,159,172,184,206,212,218,231,244,254,258],"passive":[6,32,94],"monitoring":[7,33,95,145,217],"gait":[9,35,65,97,148,219],"and":[10,36,66,80,98,116,149,191,194,201,220,233,260],"turning":[11,37,67,221],"in":[12,15,41,48,70,134,197,222],"daily":[13,71,223],"life":[14,224],"people":[16],"with":[17],"multiple":[18],"sclerosis":[19],"(PwMS)":[20],"to":[21,106],"identify":[22,226],"those":[23,227],"at":[24,61,153,175,228,236,250,267],"future":[25,108,132,229,245,268],"risk":[26,230],"falls.":[28,246],"Seven":[29],"days":[30],"were":[38,74,81,110],"carried":[39],"out":[40],"a":[42,78,128,169],"pilot":[43],"26":[46],"PwMS":[47,73,213,266],"home":[49],"settings":[50],"using":[51,112],"wearable":[52],"inertial":[53],"sensors.":[54],"The":[55,90,119],"retrospective":[56,103,122],"fall":[57,104,269],"history":[58,105,120],"was":[59,124,155,238],"collected":[60],"baseline.":[63],"After":[64],"data":[68],"collection":[69],"life,":[72],"followed":[75],"biweekly":[76],"for":[77],"year":[79],"classified":[82],"as":[83,100,102,127],"fallers":[84],"if":[85],"they":[86],"experienced":[87],">1":[88],"fall.":[89],"ability":[91],"short-term":[93],"turning,":[99,150],"well":[101],"predict":[107],"falls":[109,123,133,160],"compared":[111],"receiver":[113],"operator":[114],"curves":[115],"regression":[117],"analysis.":[118],"not":[125],"identified":[126],"significant":[129],"predictor":[130,158,243],"this":[135],"cohort":[136,211],"(AUC":[137,161],"=":[138,141,162],"0.62,":[139],"p":[140,164],"0.32).":[142],"Among":[143],"quantitative":[144],"measures":[146],"pitch":[152,171,235],"toe-off":[154,237],"best":[157],"0.86,":[163],"<":[165],"0.01).":[166],"Fallers":[167],"had":[168],"smaller":[170],"their":[173],"feet":[174],"toe-off,":[176],"reflecting":[177],"less":[178],"plantarflexion":[179,255],"during":[180],"push-off":[182],"phase":[183],"walking,":[185],"which":[186],"can":[187,195,225],"impact":[188],"forward":[189],"propulsion":[190],"swing":[192],"initiation":[193],"result":[196],"poor":[198],"foot":[199],"clearance":[200],"an":[202],"increased":[203,261],"metabolic":[204],"cost":[205],"walking.":[207],"In":[208],"conclusion,":[209],"our":[210],"showed":[214],"that":[215],"objective":[216],"falls,":[232],"single":[240],"most":[241],"influential":[242],"Therefore,":[247],"interventions":[248],"aimed":[249],"improving":[251],"strength":[253],"muscles,":[256],"range":[257],"motion,":[259],"proprioceptive":[262],"input":[263],"may":[264],"benefit":[265],"risk.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}