{"id":"https://openalex.org/W4361761487","doi":"https://doi.org/10.1145/3580845","title":"Auto-Gait","display_name":"Auto-Gait","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4361761487","doi":"https://doi.org/10.1145/3580845"},"language":"en","primary_location":{"id":"doi:10.1145/3580845","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580845","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580845","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3580845","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007498361","display_name":"Wasifur Rahman","orcid":"https://orcid.org/0000-0002-9736-442X"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wasifur Rahman","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-9736-442X","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081274538","display_name":"Masum Hasan","orcid":"https://orcid.org/0000-0001-8682-522X"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Masum Hasan","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-8682-522X","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420857","display_name":"Md. Saiful Islam","orcid":"https://orcid.org/0000-0003-3725-3493"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Saiful Islam","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-3725-3493","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062910987","display_name":"Titilayo Olubajo","orcid":"https://orcid.org/0000-0001-7331-8499"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Titilayo Olubajo","raw_affiliation_strings":["Houston Methodist, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0001-7331-8499","affiliations":[{"raw_affiliation_string":"Houston Methodist, Houston, Texas, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003778478","display_name":"Jeet Thaker","orcid":"https://orcid.org/0000-0003-3656-8223"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeet Thaker","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-3656-8223","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102948628","display_name":"Abdelrahman Abdelkader","orcid":"https://orcid.org/0000-0002-4536-1390"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdel-Rahman Abdelkader","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-4536-1390","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064148394","display_name":"Phillip Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I28792581","display_name":"University of Rochester Medical Center","ror":"https://ror.org/00trqv719","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I28792581","https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phillip Yang","raw_affiliation_strings":["Center for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-4222-5895","affiliations":[{"raw_affiliation_string":"Center for Health + Technology, University of Rochester Medical Center, Rochester, NY, USA","institution_ids":["https://openalex.org/I28792581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055180300","display_name":"Henry L. Paulson","orcid":"https://orcid.org/0000-0002-0382-7535"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Paulson","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan, USA"],"raw_orcid":"https://orcid.org/0000-0002-0382-7535","affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049895373","display_name":"G\u00fclin \u00d6z","orcid":"https://orcid.org/0000-0002-5769-183X"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gulin Oz","raw_affiliation_strings":["University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":"https://orcid.org/0000-0002-5769-183X","affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027293126","display_name":"Alexandra D\u00fcrr","orcid":"https://orcid.org/0000-0002-8921-7104"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandra Durr","raw_affiliation_strings":["H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-8921-7104","affiliations":[{"raw_affiliation_string":"H\u00f4pital de la Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037328125","display_name":"Thomas Klockgether","orcid":"https://orcid.org/0000-0001-6174-5442"},"institutions":[{"id":"https://openalex.org/I2799391451","display_name":"University Hospital Bonn","ror":"https://ror.org/01xnwqx93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799391451"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Klockgether","raw_affiliation_strings":["University Hospital Bonn, Bonn, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6174-5442","affiliations":[{"raw_affiliation_string":"University Hospital Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I2799391451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046491371","display_name":"Tetsuo Ashizawa","orcid":"https://orcid.org/0000-0001-7180-2869"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tetsuo Ashizawa","raw_affiliation_strings":["Houston Methodist, Houston, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0001-7180-2869","affiliations":[{"raw_affiliation_string":"Houston Methodist, Houston, Texas, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004457158","display_name":"Readisca Investigators","orcid":null},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Readisca Investigators","raw_affiliation_strings":["Houston Methodist, Houston, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Houston Methodist, Houston, Texas, USA","institution_ids":["https://openalex.org/I1295876152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059213806","display_name":"Ehsan Hoque","orcid":"https://orcid.org/0000-0003-4781-4733"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Hoque","raw_affiliation_strings":["University of Rochester, Rochester, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-4781-4733","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, NY, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5007498361"],"corresponding_institution_ids":["https://openalex.org/I5388228"],"apc_list":null,"apc_paid":null,"fwci":2.0303,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86020664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10949","display_name":"Genetic Neurodegenerative Diseases","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10949","display_name":"Genetic Neurodegenerative Diseases","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11274","display_name":"Botulinum Toxin and Related Neurological Disorders","score":0.9828000068664551,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9787999987602234,"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/spinocerebellar-ataxia","display_name":"Spinocerebellar ataxia","score":0.7084641456604004},{"id":"https://openalex.org/keywords/ataxia","display_name":"Ataxia","score":0.6856859922409058},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6101806163787842},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5791142582893372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5175456404685974},{"id":"https://openalex.org/keywords/rating-scale","display_name":"Rating scale","score":0.4646930396556854},{"id":"https://openalex.org/keywords/cerebellar-ataxia","display_name":"Cerebellar ataxia","score":0.45536038279533386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4309491217136383},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33058303594589233},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2768762707710266},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10766631364822388},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.0885603129863739}],"concepts":[{"id":"https://openalex.org/C2779500118","wikidata":"https://www.wikidata.org/wiki/Q899726","display_name":"Spinocerebellar ataxia","level":3,"score":0.7084641456604004},{"id":"https://openalex.org/C2780906641","wikidata":"https://www.wikidata.org/wiki/Q213373","display_name":"Ataxia","level":2,"score":0.6856859922409058},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6101806163787842},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5791142582893372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5175456404685974},{"id":"https://openalex.org/C83849319","wikidata":"https://www.wikidata.org/wiki/Q7295720","display_name":"Rating scale","level":2,"score":0.4646930396556854},{"id":"https://openalex.org/C2780148635","wikidata":"https://www.wikidata.org/wiki/Q154709","display_name":"Cerebellar ataxia","level":3,"score":0.45536038279533386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4309491217136383},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33058303594589233},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2768762707710266},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10766631364822388},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0885603129863739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580845","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580845","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580845","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3580845","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3580845","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3580845","source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G3816474517","display_name":null,"funder_award_id":"P50NS108676","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4361761487.pdf","grobid_xml":"https://content.openalex.org/works/W4361761487.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1967915742","https://openalex.org/W1988649197","https://openalex.org/W2008050238","https://openalex.org/W2012227652","https://openalex.org/W2023971087","https://openalex.org/W2024255528","https://openalex.org/W2053042108","https://openalex.org/W2061736826","https://openalex.org/W2117257456","https://openalex.org/W2119073679","https://openalex.org/W2140978740","https://openalex.org/W2252355370","https://openalex.org/W2296350496","https://openalex.org/W2499450772","https://openalex.org/W2517331439","https://openalex.org/W2520847497","https://openalex.org/W2611039151","https://openalex.org/W2749718288","https://openalex.org/W2763751100","https://openalex.org/W2775536936","https://openalex.org/W2779290295","https://openalex.org/W2783569558","https://openalex.org/W2791533753","https://openalex.org/W2890415724","https://openalex.org/W2892741787","https://openalex.org/W2899397408","https://openalex.org/W2917486187","https://openalex.org/W2955689802","https://openalex.org/W2972514041","https://openalex.org/W2972657490","https://openalex.org/W2973179566","https://openalex.org/W2975846269","https://openalex.org/W2979765954","https://openalex.org/W2982453279","https://openalex.org/W2993555579","https://openalex.org/W3009092655","https://openalex.org/W3010948874","https://openalex.org/W3026393602","https://openalex.org/W3037390350","https://openalex.org/W3081989495","https://openalex.org/W3084511683","https://openalex.org/W3092516038","https://openalex.org/W3104218139","https://openalex.org/W3118905748","https://openalex.org/W3119590966","https://openalex.org/W3128669835","https://openalex.org/W3193864631","https://openalex.org/W3200833644","https://openalex.org/W3202142426","https://openalex.org/W3214688792","https://openalex.org/W4220694472","https://openalex.org/W4284881392","https://openalex.org/W4288079701"],"related_works":["https://openalex.org/W2019983375","https://openalex.org/W2167376420","https://openalex.org/W2088525571","https://openalex.org/W2402174938","https://openalex.org/W2328999558","https://openalex.org/W4293738682","https://openalex.org/W2324367024","https://openalex.org/W4311550072","https://openalex.org/W4226044296","https://openalex.org/W2023971087"],"abstract_inverted_index":{"Many":[0],"patients":[1],"with":[2,37,52,96,104,125,137,296,303],"neurological":[3],"disorders,":[4],"such":[5,40,189],"as":[6,35,41,190],"Ataxia,":[7],"do":[8,66],"not":[9,67,274],"have":[10,46],"easy":[11],"access":[12,340],"to":[13,71,166,185,203,319,337,364,371],"neurologists,":[14],"-especially":[15],"those":[16],"living":[17],"in":[18,109,209,220,346],"remote":[19,343],"localities":[20],"and":[21,59,134,155,169,176,205,236,255,293,314,370],"developing/underdeveloped":[22],"countries.":[23],"Ataxia":[24,51,158,230,243,298,344,369],"is":[25,201,301],"a":[26,80,93,97,102,119,162,207,227,247,256],"degenerative":[27],"disease":[28],"of":[29,50,55,89,121,149,157,253,261,368],"the":[30,53,114,146,150,153,171,221,312,315,320,324,360],"nervous":[31],"system":[32,200],"that":[33,284],"surfaces":[34],"difficulty":[36],"motor":[38],"control,":[39],"walking":[42,91,291],"imbalance.":[43],"Previous":[44],"studies":[45],"attempted":[47],"automatic":[48],"diagnosis":[49],"help":[54,359],"wearable":[56],"biomarkers,":[57],"Kinect,":[58],"other":[60,377],"sensors.":[61],"These":[62],"sensors,":[63],"while":[64],"accurate,":[65],"scale":[68],"efficiently":[69],"well":[70],"naturalistic":[72],"deployment":[73],"settings.":[74],"In":[75,101],"this":[76],"study,":[77],"we":[78,117,282,309],"propose":[79],"method":[81],"for":[82,152,375],"identifying":[83],"ataxic":[84,328],"symptoms":[85],"by":[86,341],"analyzing":[87],"videos":[88,123],"participants":[90,131,144,172],"down":[92],"hallway,":[94],"captured":[95],"standard":[98],"monocular":[99],"camera.":[100],"collaboration":[103],"11":[105],"medical":[106,272],"sites":[107,273],"located":[108],"8":[110],"different":[111,366],"states":[112],"across":[113],"United":[115],"States,":[116],"collected":[118],"dataset":[120,318,326,357],"155":[122],"along":[124],"their":[126,174,181],"severity":[127],"rating":[128],"from":[129,173,180,226,271],"89":[130],"(24":[132],"controls":[133],"65":[135],"diagnosed":[136],"or":[138,223,353],"are":[139,216,310],"pre-manifest":[140],"spinocerebellar":[141],"ataxias).":[142],"The":[143],"performed":[145,266],"gait":[147,187,329],"task":[148],"Scale":[151],"Assessment":[154],"Rating":[156],"(SARA).":[159],"We":[160],"develop":[161,372],"computer":[163,361],"vision":[164],"pipeline":[165],"detect,":[167],"track,":[168],"separate":[170],"surroundings":[175],"construct":[177],"several":[178],"features":[179],"body":[182],"pose":[183],"coordinates":[184],"capture":[186],"characteristics":[188,367],"step":[191,193],"width,":[192],"length,":[194],"swing,":[195],"stability,":[196],"speed,":[197,292],"etc.":[198],"Our":[199,229,263,333,356],"able":[202],"identify":[204],"track":[206],"patient":[208],"complex":[210],"scenarios.":[211],"For":[212],"example,":[213],"if":[214],"there":[215],"multiple":[217],"people":[218],"present":[219],"video":[222],"an":[224,237],"interruption":[225],"passerby.":[228],"risk-prediction":[231],"model":[232,245,264],"achieves":[233,246],"83.06%":[234],"accuracy":[235],"80.23%":[238],"F1":[239],"score.":[240],"Similarly,":[241],"our":[242,285,331],"severity-assessment":[244],"mean":[248],"absolute":[249],"error":[250],"(MAE)":[251],"score":[252,260],"0.6225":[254],"Pearson's":[257],"correlation":[258],"coefficient":[259],"0.7268.":[262],"competitively":[265],"when":[267],"evaluated":[268],"on":[269,327],"data":[270],"used":[275],"during":[276],"training.":[277],"Through":[278],"feature":[279],"importance":[280],"analysis,":[281],"found":[283],"models":[286,313,334],"associate":[287],"wider":[288],"steps,":[289],"decreased":[290],"increased":[294],"instability":[295],"greater":[297],"severity,":[299],"which":[300],"consistent":[302],"previously":[304],"established":[305],"clinical":[306],"knowledge.":[307],"Furthermore,":[308],"releasing":[311],"body-pose":[316],"coordinate":[317],"research":[321],"community":[322,363],"-":[323],"largest":[325],"(to":[330],"knowledge).":[332],"could":[335],"contribute":[336],"improving":[338],"health":[339],"enabling":[342],"assessment":[345],"non-clinical":[347],"settings":[348],"without":[349],"requiring":[350],"any":[351],"sensors":[352],"special":[354],"cameras.":[355],"will":[358],"science":[362],"analyze":[365],"better":[373],"algorithms":[374],"diagnosing":[376],"movement":[378],"disorders.":[379]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-04-04T00:00:00"}
