{"id":"https://openalex.org/W4312985380","doi":"https://doi.org/10.1109/icmlc56445.2022.9941317","title":"Time Series Knee Joint Angle Analysis During Gait for Patients with Down Syndrome by 3d Pose Estimation","display_name":"Time Series Knee Joint Angle Analysis During Gait for Patients with Down Syndrome by 3d Pose Estimation","publication_year":2022,"publication_date":"2022-09-09","ids":{"openalex":"https://openalex.org/W4312985380","doi":"https://doi.org/10.1109/icmlc56445.2022.9941317"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc56445.2022.9941317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc56445.2022.9941317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036534205","display_name":"Kohei Hayashi","orcid":"https://orcid.org/0000-0002-8758-8139"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kohei Hayashi","raw_affiliation_strings":["University of Hyogo,Graduate School of Information Science,Kobe,Japan,650-0047"],"affiliations":[{"raw_affiliation_string":"University of Hyogo,Graduate School of Information Science,Kobe,Japan,650-0047","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048493047","display_name":"Naomi Yagi","orcid":"https://orcid.org/0000-0002-2435-6509"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naomi Yagi","raw_affiliation_strings":["University of Hyogo,Advanced Medical Engineering Research Institute,Himeji,Japan,670-0836"],"affiliations":[{"raw_affiliation_string":"University of Hyogo,Advanced Medical Engineering Research Institute,Himeji,Japan,670-0836","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077154750","display_name":"Yutaka Hata","orcid":null},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaka Hata","raw_affiliation_strings":["University of Hyogo,Graduate School of Information Science,Kobe,Japan,650-0047"],"affiliations":[{"raw_affiliation_string":"University of Hyogo,Graduate School of Information Science,Kobe,Japan,650-0047","institution_ids":["https://openalex.org/I180941496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081777337","display_name":"Yoshiaki Saji","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126247","display_name":"Nishikawa Hospital","ror":"https://ror.org/032qsa580","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210126247"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiaki Saji","raw_affiliation_strings":["Ishikawa Hospital,Himeji,Japan,671-0221"],"affiliations":[{"raw_affiliation_string":"Ishikawa Hospital,Himeji,Japan,671-0221","institution_ids":["https://openalex.org/I4210126247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021732535","display_name":"Yoshitada Sakai","orcid":null},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshitada Sakai","raw_affiliation_strings":["Kobe University Graduate School of Medicine,Division of Rehabilitation Medicine,Kobe,Japan,650-0017"],"affiliations":[{"raw_affiliation_string":"Kobe University Graduate School of Medicine,Division of Rehabilitation Medicine,Kobe,Japan,650-0017","institution_ids":["https://openalex.org/I65837984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036534205"],"corresponding_institution_ids":["https://openalex.org/I180941496"],"apc_list":null,"apc_paid":null,"fwci":0.1393,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54586625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":null,"first_page":"254","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11015","display_name":"Down syndrome and intellectual disability research","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genu-varum","display_name":"Genu varum","score":0.9781666398048401},{"id":"https://openalex.org/keywords/genu-valgum","display_name":"Genu Valgum","score":0.9607341885566711},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.7098324298858643},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.699576199054718},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6270011067390442},{"id":"https://openalex.org/keywords/knee-joint","display_name":"Knee Joint","score":0.5127352476119995},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.5011811256408691},{"id":"https://openalex.org/keywords/knee-flexion","display_name":"Knee flexion","score":0.4751529395580292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.44373202323913574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4057025909423828},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.4002882242202759},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.29431241750717163},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.2880259156227112},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.08602574467658997}],"concepts":[{"id":"https://openalex.org/C2779518551","wikidata":"https://www.wikidata.org/wiki/Q1550742","display_name":"Genu varum","level":4,"score":0.9781666398048401},{"id":"https://openalex.org/C2909231237","wikidata":"https://www.wikidata.org/wiki/Q303231","display_name":"Genu Valgum","level":2,"score":0.9607341885566711},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.7098324298858643},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.699576199054718},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6270011067390442},{"id":"https://openalex.org/C2908736133","wikidata":"https://www.wikidata.org/wiki/Q37425","display_name":"Knee Joint","level":2,"score":0.5127352476119995},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.5011811256408691},{"id":"https://openalex.org/C2987592631","wikidata":"https://www.wikidata.org/wiki/Q2910873","display_name":"Knee flexion","level":2,"score":0.4751529395580292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.44373202323913574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4057025909423828},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.4002882242202759},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.29431241750717163},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.2880259156227112},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.08602574467658997},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc56445.2022.9941317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc56445.2022.9941317","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1987678492","https://openalex.org/W2407820413","https://openalex.org/W2956910546","https://openalex.org/W2998273692","https://openalex.org/W7074043990"],"related_works":["https://openalex.org/W2411387756","https://openalex.org/W2006284373","https://openalex.org/W2392226781","https://openalex.org/W2548006385","https://openalex.org/W2331414097","https://openalex.org/W2297569797","https://openalex.org/W4220822081","https://openalex.org/W2590944191","https://openalex.org/W2406075124","https://openalex.org/W4312985380"],"abstract_inverted_index":{"Down":[0,16,38,100,145,201,254],"syndrome":[1,17,39,101,146],"is":[2,29,66,86,107,238],"the":[3,11,25,30,68,71,74,97,105,116,142,175,195,206,214,244,260,263],"most":[4],"common":[5],"chromosomal":[6],"abnormality.":[7],"In":[8,51,83,170],"recent":[9],"years,":[10],"frequency":[12],"of":[13,24,70,76,163,179,198,208,251,262],"births":[14],"with":[15,37,99,144,200,253,278],"has":[18,166],"been":[19,167],"increasing":[20],"in":[21,160,190],"Japan.":[22],"One":[23],"reasons":[26],"for":[27,96,118,248],"this":[28,171],"trend":[31],"toward":[32],"late":[33],"childbearing.":[34],"Many":[35],"children":[36,143,199],"often":[40],"have":[41],"gait":[42,56,152,158,196,249],"problems":[43],"such":[44,55,229],"as":[45,230],"Genu":[46,49,136,139],"valgum":[47,137,232],"and":[48,73,112,138,212,233],"varum.":[50,140,235],"order":[52,191],"to":[53,62,81,88,125,129,192,221,240,267],"solve":[54],"problems,":[57],"custom-":[58],"made":[59],"insoles":[60,93,133],"need":[61],"be":[63,241,268],"created.":[64],"This":[65,236],"because":[67],"shape":[69],"feet":[72],"way":[75],"walking":[77,184],"vary":[78],"from":[79,182],"patient":[80],"patient.":[82],"addition,":[84],"it":[85],"necessary":[87],"investigate":[89],"whether":[90,131],"these":[91],"custom-made":[92,132],"are":[94,120],"suitable":[95],"patients":[98,252],"or":[102],"not.":[103],"Currently,":[104],"evaluation":[106],"done":[108],"visually":[109],"by":[110,204],"doctors":[111],"physical":[113],"therapists,":[114],"however":[115],"criteria":[117],"judgment":[119],"unclear.":[121],"Therefore,":[122],"we":[123,154,173,218],"worked":[124],"develop":[126],"a":[127,180,183,223,257],"system":[128,224,237,264],"determine":[130],"would":[134],"improve":[135],"Since":[141],"rarely":[147],"walk":[148],"straight":[149],"when":[150],"taking":[151],"videos,":[153],"focused":[155],"on":[156],"performing":[157],"analysis":[159,250],"3D":[161,187,246,273],"instead":[162],"2D,":[164],"which":[165],"performed":[168],"previously.":[169],"study,":[172],"estimated":[174],"joint":[176,210,216],"position":[177],"coordinates":[178],"person":[181],"video":[185],"using":[186,270],"pose":[188],"estimation":[189],"quantitatively":[193],"evaluate":[194],"condition":[197],"syndrome.":[202,255],"Additionally,":[203],"detecting":[205],"time":[207],"knee":[209,215],"loading":[211],"measuring":[213],"angle,":[217],"were":[219],"able":[220],"propose":[222],"that":[225,276],"can":[226],"confirm":[227],"symptoms":[228],"genu":[231,234],"expected":[239],"easier":[242],"than":[243],"existing":[245,272],"analyzers":[247],"As":[256],"future":[258],"work,":[259],"accuracy":[261],"itself":[265],"needs":[266],"evaluated":[269],"an":[271],"motion":[274],"analyzer":[275],"measures":[277],"markers.":[279]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}