{"id":"https://openalex.org/W4381425893","doi":"https://doi.org/10.3390/s23104651","title":"Combination of Clinical and Gait Measures to Classify Fallers and Non-Fallers in Parkinson\u2019s Disease","display_name":"Combination of Clinical and Gait Measures to Classify Fallers and Non-Fallers in Parkinson\u2019s Disease","publication_year":2023,"publication_date":"2023-05-11","ids":{"openalex":"https://openalex.org/W4381425893","doi":"https://doi.org/10.3390/s23104651","pmid":"https://pubmed.ncbi.nlm.nih.gov/37430565"},"language":"en","primary_location":{"id":"doi:10.3390/s23104651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23104651","pdf_url":"https://www.mdpi.com/1424-8220/23/10/4651/pdf?version=1683785943","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/1424-8220/23/10/4651/pdf?version=1683785943","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102525853","display_name":"Hayslenne A. G. O. Ara\u00fajo","orcid":null},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]},{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["BR","GB"],"is_corresponding":false,"raw_author_name":"Hayslenne A. G. O. Ara\u00fajo","raw_affiliation_strings":["Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil","Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil; Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil","institution_ids":["https://openalex.org/I127110123"]},{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil; Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I127110123","https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021350468","display_name":"Suhaila Mahmoud Smaili","orcid":"https://orcid.org/0000-0002-9048-9799"},"institutions":[{"id":"https://openalex.org/I127110123","display_name":"Universidade Estadual de Londrina","ror":"https://ror.org/01585b035","country_code":"BR","type":"education","lineage":["https://openalex.org/I127110123"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Suhaila M. Smaili","raw_affiliation_strings":["Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9048-9799","affiliations":[{"raw_affiliation_string":"Department of Physical Therapy, State University of Londrina, Londrina 86057-970, Brazil","institution_ids":["https://openalex.org/I127110123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019491186","display_name":"Rosie Morris","orcid":"https://orcid.org/0000-0002-0290-6688"},"institutions":[{"id":"https://openalex.org/I2799497974","display_name":"North Tyneside General Hospital","ror":"https://ror.org/01zy11s57","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799497974","https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I2801009177","display_name":"Northumbria Healthcare NHS Foundation Trust","ror":"https://ror.org/01gfeyd95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rosie Morris","raw_affiliation_strings":["Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I2799497974"]},{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I32394136","https://openalex.org/I2799497974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101784526","display_name":"Lisa Graham","orcid":"https://orcid.org/0000-0002-6887-8739"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]},{"id":"https://openalex.org/I4210103856","display_name":"Gateshead Health NHS Foundation Trust","ror":"https://ror.org/01aye5y64","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210103856"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lisa Graham","raw_affiliation_strings":["Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK","Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK","institution_ids":["https://openalex.org/I4210103856"]},{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK","institution_ids":["https://openalex.org/I4210103856","https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046674262","display_name":"Julia Das","orcid":"https://orcid.org/0000-0001-7006-6695"},"institutions":[{"id":"https://openalex.org/I2799497974","display_name":"North Tyneside General Hospital","ror":"https://ror.org/01zy11s57","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799497974","https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I2801009177","display_name":"Northumbria Healthcare NHS Foundation Trust","ror":"https://ror.org/01gfeyd95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Julia Das","raw_affiliation_strings":["Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK"],"raw_orcid":"https://orcid.org/0000-0001-7006-6695","affiliations":[{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I2799497974"]},{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I32394136","https://openalex.org/I2799497974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043937675","display_name":"Claire McDonald","orcid":"https://orcid.org/0000-0002-7592-9952"},"institutions":[{"id":"https://openalex.org/I4210103856","display_name":"Gateshead Health NHS Foundation Trust","ror":"https://ror.org/01aye5y64","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210103856"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Claire McDonald","raw_affiliation_strings":["Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gateshead Health NHS Foundation Trust, Gateshead NE8 2PJ, UK","institution_ids":["https://openalex.org/I4210103856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065840308","display_name":"Richard Walker","orcid":"https://orcid.org/0000-0003-3155-122X"},"institutions":[{"id":"https://openalex.org/I2799497974","display_name":"North Tyneside General Hospital","ror":"https://ror.org/01zy11s57","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799497974","https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I2801009177","display_name":"Northumbria Healthcare NHS Foundation Trust","ror":"https://ror.org/01gfeyd95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801009177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Walker","raw_affiliation_strings":["Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK"],"raw_orcid":"https://orcid.org/0000-0003-3155-122X","affiliations":[{"raw_affiliation_string":"Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I2799497974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077497761","display_name":"Samuel Stuart","orcid":"https://orcid.org/0000-0001-6846-9372"},"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/I2799497974","display_name":"North Tyneside General Hospital","ror":"https://ror.org/01zy11s57","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799497974","https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I2801009177","display_name":"Northumbria Healthcare NHS Foundation Trust","ror":"https://ror.org/01gfeyd95","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2801009177"]},{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Samuel Stuart","raw_affiliation_strings":["Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA","Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA; Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]},{"raw_affiliation_string":"Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I2799497974"]},{"raw_affiliation_string":"Department of Neurology, Oregon Health and Science University, Portland, OR 97239, USA; Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Northumbria Healthcare NHS Foundation Trust, North Tyneside General Hospital, Newcastle upon Tyne NE29 8NH, UK","institution_ids":["https://openalex.org/I2801009177","https://openalex.org/I32394136","https://openalex.org/I2799497974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041150372","display_name":"Rodrigo Vit\u00f3rio","orcid":"https://orcid.org/0000-0001-7128-9452"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Rodrigo Vit\u00f3rio","raw_affiliation_strings":["Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK"],"raw_orcid":"https://orcid.org/0000-0001-7128-9452","affiliations":[{"raw_affiliation_string":"Department of Sport, Exercise and Rehabilitation, Northumbria University, Newcastle upon Tyne NE1 8ST, UK","institution_ids":["https://openalex.org/I32394136"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041150372"],"corresponding_institution_ids":["https://openalex.org/I32394136"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.5779,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94262794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"23","issue":"10","first_page":"4651","last_page":"4651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9606999754905701,"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"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9606999754905701,"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/T14286","display_name":"Parkinson's Disease and Spinal Disorders","score":0.017400000244379044,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.014000000432133675,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.7254980802536011},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6934974193572998},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.636825442314148},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4299439787864685},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.41035541892051697},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33460986614227295},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.32652997970581055},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07670563459396362}],"concepts":[{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.7254980802536011},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6934974193572998},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.636825442314148},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4299439787864685},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.41035541892051697},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33460986614227295},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.32652997970581055},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07670563459396362}],"mesh":[{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","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":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020233","descriptor_name":"Gait Disorders, Neurologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020233","descriptor_name":"Gait Disorders, Neurologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020233","descriptor_name":"Gait Disorders, Neurologic","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035002","descriptor_name":"Lower Extremity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s23104651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23104651","pdf_url":"https://www.mdpi.com/1424-8220/23/10/4651/pdf?version=1683785943","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:37430565","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37430565","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:pubmedcentral.nih.gov:10221461","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10221461","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10221461/pdf/sensors-23-04651.pdf","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"},{"id":"pmh:oai:doaj.org/article:686a4503237f4b4890afaea58e96ce30","is_oa":true,"landing_page_url":"https://doaj.org/article/686a4503237f4b4890afaea58e96ce30","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 23, Iss 10, p 4651 (2023)","raw_type":"article"},{"id":"pmh:oai:eprints.ncl.ac.uk:296238","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402485","display_name":"Newcastle University ePrints (Newcastle Univesity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I84884186","host_organization_name":"Newcastle University","host_organization_lineage":["https://openalex.org/I84884186"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:mdpi.com:/1424-8220/23/10/4651/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23104651","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 23; Issue 10; Pages: 4651","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23104651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23104651","pdf_url":"https://www.mdpi.com/1424-8220/23/10/4651/pdf?version=1683785943","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":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1545195504","display_name":"Brain activity response to cueing for gait impairment in Parkinson's","funder_award_id":"PF-CRA-2073","funder_id":"https://openalex.org/F4320314164","funder_display_name":"Parkinson's Foundation"},{"id":"https://openalex.org/G3239441317","display_name":null,"funder_award_id":"PF-FBS-1898-18-21","funder_id":"https://openalex.org/F4320306471","funder_display_name":"Parkinson's Disease Foundation"},{"id":"https://openalex.org/G3279857132","display_name":null,"funder_award_id":"PF-FBS-1898-18-21","funder_id":"https://openalex.org/F4320314164","funder_display_name":"Parkinson's Foundation"},{"id":"https://openalex.org/G3333541758","display_name":null,"funder_award_id":"PF-CRA-2073","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G6159442502","display_name":"Brain mechanisms underlying response to visual cues for gait impairment in Parkinson\u2019s disease","funder_award_id":"PF-FBS-1898","funder_id":"https://openalex.org/F4320314164","funder_display_name":"Parkinson's Foundation"},{"id":"https://openalex.org/G844034414","display_name":null,"funder_award_id":"PF-CRA-2073","funder_id":"https://openalex.org/F4320306471","funder_display_name":"Parkinson's Disease Foundation"},{"id":"https://openalex.org/G874940246","display_name":null,"funder_award_id":"PF-FBS-1898-18-21","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320306471","display_name":"Parkinson's Disease Foundation","ror":"https://ror.org/05mx85j86"},{"id":"https://openalex.org/F4320309233","display_name":"Oregon Health and Science University","ror":"https://ror.org/009avj582"},{"id":"https://openalex.org/F4320314164","display_name":"Parkinson's Foundation","ror":"https://ror.org/005aa3k38"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381425893.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1994438169","https://openalex.org/W2008560062","https://openalex.org/W2026334273","https://openalex.org/W2037352103","https://openalex.org/W2049787664","https://openalex.org/W2064963539","https://openalex.org/W2064996887","https://openalex.org/W2067428313","https://openalex.org/W2068606962","https://openalex.org/W2100959123","https://openalex.org/W2102358774","https://openalex.org/W2117352205","https://openalex.org/W2128290688","https://openalex.org/W2140978740","https://openalex.org/W2150456075","https://openalex.org/W2156098875","https://openalex.org/W2280304830","https://openalex.org/W2300412211","https://openalex.org/W2310853201","https://openalex.org/W2498119267","https://openalex.org/W2606165363","https://openalex.org/W2749718288","https://openalex.org/W2765167702","https://openalex.org/W2791515974","https://openalex.org/W2921676867","https://openalex.org/W2931074114","https://openalex.org/W2963092329","https://openalex.org/W2965549584","https://openalex.org/W2970565946","https://openalex.org/W2999167632","https://openalex.org/W3094920197","https://openalex.org/W3111123290","https://openalex.org/W3114991714","https://openalex.org/W3129098018","https://openalex.org/W3158141516","https://openalex.org/W3204497490","https://openalex.org/W3215488341","https://openalex.org/W4225157437","https://openalex.org/W4281889565","https://openalex.org/W4285596281","https://openalex.org/W4308860965","https://openalex.org/W4309095919","https://openalex.org/W4311670568","https://openalex.org/W6649105473","https://openalex.org/W6761267106","https://openalex.org/W6788020972","https://openalex.org/W6838619783"],"related_works":["https://openalex.org/W3134596587","https://openalex.org/W2008860278","https://openalex.org/W2031771476","https://openalex.org/W3216329096","https://openalex.org/W1989734657","https://openalex.org/W2416973532","https://openalex.org/W3116665257","https://openalex.org/W4226004263","https://openalex.org/W2011324577","https://openalex.org/W4210601529"],"abstract_inverted_index":{"Although":[0],"the":[1,16,65,134,137,170,204,235],"multifactorial":[2],"nature":[3],"of":[4,18,42,184,194,209,220,237],"falls":[5],"in":[6,38,124,241],"Parkinson's":[7],"disease":[8],"(PD)":[9],"is":[10],"well":[11],"described,":[12],"optimal":[13,43,142],"assessment":[14],"for":[15,102,234],"identification":[17],"fallers":[19,35,54,129,158,238],"remains":[20],"unclear.":[21],"Thus,":[22],"we":[23,132],"aimed":[24],"to":[25],"identify":[26],"clinical":[27,153,185,227],"and":[28,75,83,107,123,140,152,169,216,228,239],"objective":[29],"gait":[30,84,151,187,229],"measures":[31,71,121,154,188],"that":[32,126,155],"best":[33,127,156,200],"discriminate":[34,128],"from":[36,88,130],"non-fallers":[37,59,240],"PD,":[39],"with":[40,48,80],"suggestions":[41],"cutoff":[44,143,166,179],"scores.":[45],"METHODS:":[46],"Individuals":[47],"mild-to-moderate":[49],"PD":[50],"were":[51,78,86,159],"classified":[52,157],"as":[53],"(n":[55,60],"=":[56,61,164,167,177,180,223],"31)":[57],"or":[58,196],"96)":[62],"based":[63],"on":[64],"previous":[66],"12":[67],"months'":[68],"falls.":[69],"Clinical":[70],"(demographic,":[72],"motor,":[73],"cognitive":[74],"patient-reported":[76],"outcomes)":[77],"assessed":[79],"standard":[81],"scales/tests,":[82],"parameters":[85],"derived":[87],"wearable":[89],"inertial":[90],"sensors":[91],"(Mobility":[92],"Lab":[93],"v2);":[94],"participants":[95],"walked":[96],"overground,":[97],"at":[98],"a":[99],"self-selected":[100],"speed,":[101],"2":[103],"min":[104],"under":[105,136],"single":[106],"dual-task":[108],"walking":[109],"conditions":[110],"(maximum":[111],"forward":[112],"digit":[113],"span).":[114],"Receiver":[115],"operating":[116],"characteristic":[117],"curve":[118,138],"analysis":[119],"identified":[120,141],"(separately":[122],"combination)":[125],"non-fallers;":[131],"calculated":[133],"area":[135],"(AUC)":[139],"scores":[144],"(i.e.,":[145],"point":[146],"closest-to-(0,1)":[147],"corner).":[148],"RESULTS:":[149],"Single":[150],"foot":[160,213],"strike":[161,214],"angle":[162,215],"(AUC":[163,222],"0.728;":[165],"14.07\u00b0)":[168],"Falls":[171],"Efficacy":[172],"Scale":[173],"International":[174],"(FES-I;":[175],"AUC":[176],"0.716,":[178],"25.5),":[181],"respectively.":[182],"Combinations":[183],"+":[186],"had":[189],"higher":[190],"AUCs":[191],"than":[192],"combinations":[193],"clinical-only":[195],"gait-only":[197],"measures.":[198],"The":[199],"performing":[201],"combination":[202],"included":[203],"FES-I":[205],"score,":[206,212],"New":[207],"Freezing":[208],"Gait":[210],"Questionnaire":[211],"trunk":[217],"transverse":[218],"range":[219],"motion":[221],"0.85).":[224],"CONCLUSION:":[225],"Multiple":[226],"aspects":[230],"must":[231],"be":[232],"considered":[233],"classification":[236],"PD.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}