{"id":"https://openalex.org/W4383818429","doi":"https://doi.org/10.3390/s23136217","title":"Artificial Intelligence Distinguishes Pathological Gait: The Analysis of Markerless Motion Capture Gait Data \u00a0\u00a0Acquired by an iOS Application (TDPT-GT)","display_name":"Artificial Intelligence Distinguishes Pathological Gait: The Analysis of Markerless Motion Capture Gait Data \u00a0\u00a0Acquired by an iOS Application (TDPT-GT)","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W4383818429","doi":"https://doi.org/10.3390/s23136217","pmid":"https://pubmed.ncbi.nlm.nih.gov/37448065"},"language":"en","primary_location":{"id":"doi:10.3390/s23136217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136217","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6217/pdf?version=1688949243","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/1424-8220/23/13/6217/pdf?version=1688949243","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066458898","display_name":"Chifumi Iseki","orcid":"https://orcid.org/0000-0001-9953-7323"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]},{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Chifumi Iseki","raw_affiliation_strings":["Department of Behavioral Neurology and Cognitive Neuroscience, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan","Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9953-7323","affiliations":[{"raw_affiliation_string":"Department of Behavioral Neurology and Cognitive Neuroscience, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065221352","display_name":"Tatsuya Hayasaka","orcid":"https://orcid.org/0000-0003-1508-6938"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuya Hayasaka","raw_affiliation_strings":["Department of Anesthesiology, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1508-6938","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112956934","display_name":"Hyota Yanagawa","orcid":null},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hyota Yanagawa","raw_affiliation_strings":["Department of Medicine, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092439805","display_name":"Yuta Komoriya","orcid":null},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuta Komoriya","raw_affiliation_strings":["Department of Anesthesiology, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105405852","display_name":"Toshiyuki Kondo","orcid":"https://orcid.org/0000-0001-8200-9276"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiyuki Kondo","raw_affiliation_strings":["Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015118746","display_name":"Masayuki Hoshi","orcid":"https://orcid.org/0000-0003-3396-532X"},"institutions":[{"id":"https://openalex.org/I130830085","display_name":"Fukushima Medical University","ror":"https://ror.org/012eh0r35","country_code":"JP","type":"education","lineage":["https://openalex.org/I130830085"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayuki Hoshi","raw_affiliation_strings":["Department of Physical Therapy, Fukushima Medical University School of Health Sciences,  10-6 Sakaemachi, Fukushima 960-8516, Japan","Department of Physical Therapy, Fukushima Medical University School of Health Sciences, 10-6 Sakaemachi, Fukushima 960-8516, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3396-532X","affiliations":[{"raw_affiliation_string":"Department of Physical Therapy, Fukushima Medical University School of Health Sciences,  10-6 Sakaemachi, Fukushima 960-8516, Japan","institution_ids":["https://openalex.org/I130830085"]},{"raw_affiliation_string":"Department of Physical Therapy, Fukushima Medical University School of Health Sciences, 10-6 Sakaemachi, Fukushima 960-8516, Japan","institution_ids":["https://openalex.org/I130830085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101412157","display_name":"Tadanori Fukami","orcid":"https://orcid.org/0000-0001-8140-8814"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadanori Fukami","raw_affiliation_strings":["Department of Informatics, Faculty of Engineering, Yamagata University, Yonezawa 992-8510, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Faculty of Engineering, Yamagata University, Yonezawa 992-8510, Japan","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059359649","display_name":"Yoshiyuki Kobayashi","orcid":"https://orcid.org/0000-0001-7941-6575"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiyuki Kobayashi","raw_affiliation_strings":["Human Augmentation Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Kashiwa II Campus, University of Tokyo, Kashiwa 277-0882, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Augmentation Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Kashiwa II Campus, University of Tokyo, Kashiwa 277-0882, Japan","institution_ids":["https://openalex.org/I73613424","https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044903003","display_name":"Shigeo Ueda","orcid":"https://orcid.org/0000-0003-4037-1247"},"institutions":[{"id":"https://openalex.org/I4210110832","display_name":"Katsushika Medical Center","ror":"https://ror.org/01wxddc07","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210110832"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeo Ueda","raw_affiliation_strings":["Shin-Aikai Spine Center, Katano Hospital, Katano 576-0043, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4037-1247","affiliations":[{"raw_affiliation_string":"Shin-Aikai Spine Center, Katano Hospital, Katano 576-0043, Japan","institution_ids":["https://openalex.org/I4210110832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060129758","display_name":"Kaneyuki Kawamae","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141341","display_name":"Ohta Nishinouchi Hospital","ror":"https://ror.org/037wv7h91","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210141341"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaneyuki Kawamae","raw_affiliation_strings":["Department of Anesthesia and Critical Care Medicine, Ohta-Nishinouti Hospital, Koriyama 963-8558, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesia and Critical Care Medicine, Ohta-Nishinouti Hospital, Koriyama 963-8558, Japan","institution_ids":["https://openalex.org/I4210141341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082029116","display_name":"Masatsune Ishikawa","orcid":"https://orcid.org/0000-0003-3515-4969"},"institutions":[{"id":"https://openalex.org/I4210097197","display_name":"Rakuwakai Otowa Hospital","ror":"https://ror.org/012nfex57","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210097197"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masatsune Ishikawa","raw_affiliation_strings":["Normal Pressure Hydrocephalus Center, Rakuwakai Otowa Hospital, Kyoto 607-8062, Japan","Rakuwa Villa Ilios, Rakuwakai Healthcare System, Kyoto 607-8062, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Normal Pressure Hydrocephalus Center, Rakuwakai Otowa Hospital, Kyoto 607-8062, Japan","institution_ids":["https://openalex.org/I4210097197"]},{"raw_affiliation_string":"Rakuwa Villa Ilios, Rakuwakai Healthcare System, Kyoto 607-8062, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029952836","display_name":"Shigeki Yamada","orcid":"https://orcid.org/0000-0001-7158-5569"},"institutions":[{"id":"https://openalex.org/I33858575","display_name":"Nagoya City University","ror":"https://ror.org/04wn7wc95","country_code":"JP","type":"education","lineage":["https://openalex.org/I33858575"]},{"id":"https://openalex.org/I4210097197","display_name":"Rakuwakai Otowa Hospital","ror":"https://ror.org/012nfex57","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210097197"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shigeki Yamada","raw_affiliation_strings":["Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Nagoya 467-8601, Japan","Interfaculty Initiative in Information Studies, Institute of Industrial Science, The University of Tokyo, Tokyo 113-8654, Japan","Normal Pressure Hydrocephalus Center, Rakuwakai Otowa Hospital, Kyoto 607-8062, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7158-5569","affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Nagoya City University Graduate School of Medical Science, Nagoya 467-8601, Japan","institution_ids":["https://openalex.org/I33858575"]},{"raw_affiliation_string":"Interfaculty Initiative in Information Studies, Institute of Industrial Science, The University of Tokyo, Tokyo 113-8654, Japan","institution_ids":["https://openalex.org/I74801974"]},{"raw_affiliation_string":"Normal Pressure Hydrocephalus Center, Rakuwakai Otowa Hospital, Kyoto 607-8062, Japan","institution_ids":["https://openalex.org/I4210097197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003895589","display_name":"Yukihiko Aoyagi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yukihiko Aoyagi","raw_affiliation_strings":["Digital Standard Co., Ltd., Osaka 536-0013, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Standard Co., Ltd., Osaka 536-0013, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017019982","display_name":"Yasuyuki Ohta","orcid":"https://orcid.org/0000-0002-5745-9328"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuyuki Ohta","raw_affiliation_strings":["Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan","institution_ids":["https://openalex.org/I112524849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5066458898"],"corresponding_institution_ids":["https://openalex.org/I112524849","https://openalex.org/I201537933"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.7073,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93940754,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"23","issue":"13","first_page":"6217","last_page":"6217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9984999895095825,"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.9710000157356262,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.6553798913955688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6125600337982178},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5939520001411438},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5749842524528503},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5218783020973206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44956231117248535},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.43151798844337463},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.40588676929473877},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2958652973175049}],"concepts":[{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.6553798913955688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6125600337982178},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5939520001411438},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5749842524528503},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5218783020973206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44956231117248535},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.43151798844337463},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.40588676929473877},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2958652973175049}],"mesh":[{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","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":"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}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23136217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136217","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6217/pdf?version=1688949243","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:37448065","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37448065","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:10346151","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10346151","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10346151/pdf/sensors-23-06217.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:6a2d83fdc6d24dcda3cd4253aa1037cc","is_oa":true,"landing_page_url":"https://doaj.org/article/6a2d83fdc6d24dcda3cd4253aa1037cc","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 13, p 6217 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/13/6217/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23136217","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 13; Pages: 6217","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23136217","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23136217","pdf_url":"https://www.mdpi.com/1424-8220/23/13/6217/pdf?version=1688949243","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/3","display_name":"Good health and well-being","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4383818429.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1809259931","https://openalex.org/W1866097233","https://openalex.org/W1970493599","https://openalex.org/W1971691194","https://openalex.org/W1972310704","https://openalex.org/W1975921459","https://openalex.org/W2002206292","https://openalex.org/W2005828407","https://openalex.org/W2009398857","https://openalex.org/W2016761618","https://openalex.org/W2026097558","https://openalex.org/W2027222744","https://openalex.org/W2035153001","https://openalex.org/W2035712659","https://openalex.org/W2035866383","https://openalex.org/W2092569517","https://openalex.org/W2105958576","https://openalex.org/W2107141379","https://openalex.org/W2148534872","https://openalex.org/W2158411337","https://openalex.org/W2190197273","https://openalex.org/W2256375944","https://openalex.org/W2281734071","https://openalex.org/W2529218076","https://openalex.org/W2577370916","https://openalex.org/W2593090505","https://openalex.org/W2734974396","https://openalex.org/W2742910363","https://openalex.org/W2768348081","https://openalex.org/W2780958695","https://openalex.org/W2791278755","https://openalex.org/W2791600159","https://openalex.org/W2885083820","https://openalex.org/W2890916310","https://openalex.org/W2949676527","https://openalex.org/W2982101645","https://openalex.org/W2982894900","https://openalex.org/W2999464264","https://openalex.org/W3036689927","https://openalex.org/W3048978257","https://openalex.org/W3159399290","https://openalex.org/W3160457727","https://openalex.org/W3181281968","https://openalex.org/W3215058137","https://openalex.org/W4210293343","https://openalex.org/W4210532852","https://openalex.org/W4214681617","https://openalex.org/W4229371962","https://openalex.org/W4283820975","https://openalex.org/W4285594494","https://openalex.org/W4289529983","https://openalex.org/W4292265694","https://openalex.org/W4302293722","https://openalex.org/W4313573045","https://openalex.org/W4313889878","https://openalex.org/W4391668116","https://openalex.org/W6676168151"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W1827696521","https://openalex.org/W2471060339","https://openalex.org/W4236844032","https://openalex.org/W3156454664","https://openalex.org/W2111603423","https://openalex.org/W2148547327","https://openalex.org/W1989734657","https://openalex.org/W2039848376","https://openalex.org/W2173450654"],"abstract_inverted_index":{"=":[0,64],"114),":[1],"and":[2],"the":[3,15,39,95,107],"control":[4],"group":[5],"consisted":[6],"of":[7,22,48,84,100],"160":[8],"healthy":[9],"volunteers.":[10],"iPhone":[11,35,108],"application":[12],"TDPT-GT":[13],"captured":[14,105],"subjects":[16],"walking":[17],"in":[18,26,94],"a":[19,28,98],"circular":[20],"path":[21],"about":[23,72],"1":[24,73],"meter":[25],"diameter,":[27],"markerless":[29],"motion":[30],"capture":[31],"system,":[32],"with":[33,59],"an":[34],"camera,":[36],"which":[37,92],"generated":[38],"three-axis":[40],"30":[41],"frames":[42,83],"per":[43,75],"second":[44],"(fps)":[45],"relative":[46],"coordinates":[47],"27":[49],"body":[50],"points.":[51],"A":[52],"light":[53],"gradient":[54],"boosting":[55],"machine":[56],"(Light":[57],"GBM)":[58],"stratified":[60],"k-fold":[61],"cross-validation":[62],"(k":[63],"5)":[65],"was":[66],"applied":[67],"for":[68,71,88],"gait":[69,104],"collection":[70],"min":[74],"person.":[76],"The":[77,102],"median":[78],"ability":[79],"model":[80],"tested":[81],"200":[82],"each":[85],"person's":[86],"data":[87],"its":[89],"distinction":[90],"capability,":[91],"resulted":[93],"area":[96],"under":[97],"curve":[99],"0.719.":[101],"pathological":[103],"by":[106,112],"could":[109],"be":[110],"distinguished":[111],"artificial":[113],"intelligence.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
