{"id":"https://openalex.org/W4294975301","doi":"https://doi.org/10.1109/embc48229.2022.9871419","title":"3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification","display_name":"3D+t feature-based descriptor for unsupervised flagellar human sperm beat classification","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975301","doi":"https://doi.org/10.1109/embc48229.2022.9871419","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085948"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871419","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5021920937","display_name":"Hayde\u00e9 O. Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-2180-2614"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Haydee O. Hernandez","raw_affiliation_strings":["Posgrado en Ciencia e Ingenier&#x00ED;a de la Computaci&#x00F3;n, UNAM,Mexico City,Mexico"],"affiliations":[{"raw_affiliation_string":"Posgrado en Ciencia e Ingenier&#x00ED;a de la Computaci&#x00F3;n, UNAM,Mexico City,Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082073421","display_name":"Paul Hern\u00e1ndez\u2010Herrera","orcid":"https://orcid.org/0000-0002-2206-3489"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paul Hernandez-Herrera","raw_affiliation_strings":["Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057952723","display_name":"Fernando Montoya","orcid":"https://orcid.org/0000-0001-6858-4071"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fernando Montoya","raw_affiliation_strings":["Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057830181","display_name":"Jimena Olveres","orcid":"https://orcid.org/0000-0002-1514-4520"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jimena Olveres","raw_affiliation_strings":["Facultad de Ingenier&#x00ED;a, UNAM,Departamento de Procesamiento de Se&#x00F1;ales,Mexico City,Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier&#x00ED;a, UNAM,Departamento de Procesamiento de Se&#x00F1;ales,Mexico City,Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018277069","display_name":"Hermes Gad\u00ealha","orcid":"https://orcid.org/0000-0001-8053-9249"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]},{"id":"https://openalex.org/I4210161128","display_name":"Bristol Robotics Laboratory","ror":"https://ror.org/056sbyc67","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210161128"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hermes Bloomfield-Gadelha","raw_affiliation_strings":["Laboratory University of Bristol,Department of Engineering Mathematics and Bristol Robotics,Bristol,UK","Department of Engineering Mathematics and Bristol Robotics, Laboratory University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Laboratory University of Bristol,Department of Engineering Mathematics and Bristol Robotics,Bristol,UK","institution_ids":["https://openalex.org/I4210161128","https://openalex.org/I36234482"]},{"raw_affiliation_string":"Department of Engineering Mathematics and Bristol Robotics, Laboratory University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I4210161128","https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011954284","display_name":"Alberto Darszon","orcid":"https://orcid.org/0000-0002-2502-0505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alberto Darszon","raw_affiliation_strings":["Instituto de Biotecnolog&#x00ED;a, UNAM,Departamento de Gen&#x00E9;tica del Desarrollo y Fisiolog&#x00ED;a Molecular,Mexico City,Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto de Biotecnolog&#x00ED;a, UNAM,Departamento de Gen&#x00E9;tica del Desarrollo y Fisiolog&#x00ED;a Molecular,Mexico City,Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037203797","display_name":"Boris Escalante\u2010Ram\u00edrez","orcid":"https://orcid.org/0000-0003-4936-8714"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Boris Escalante-Ramirez","raw_affiliation_strings":["Facultad de Ingenier&#x00ED;a, UNAM,Departamento de Procesamiento de Se&#x00F1;ales,Mexico City,Mexico"],"affiliations":[{"raw_affiliation_string":"Facultad de Ingenier&#x00ED;a, UNAM,Departamento de Procesamiento de Se&#x00F1;ales,Mexico City,Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022304362","display_name":"Gabriel Corkidi","orcid":"https://orcid.org/0000-0001-5979-9978"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabriel Corkidi","raw_affiliation_strings":["Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Im&#x00E1;genes y Visi&#x00F3;n por Computadora, Instituto de Biotec-nolog&#x00ED;a, UNAM,Cuernavaca,Mexico","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5021920937"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4316,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84848485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"488","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10116","display_name":"Sperm and Testicular Function","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10116","display_name":"Sperm and Testicular Function","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2743","display_name":"Reproductive Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10490","display_name":"Orbital Angular Momentum in Optics","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10364","display_name":"Reproductive Biology and Fertility","score":0.9696999788284302,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flagellum","display_name":"Flagellum","score":0.8400338292121887},{"id":"https://openalex.org/keywords/sperm","display_name":"Sperm","score":0.7475605010986328},{"id":"https://openalex.org/keywords/capacitation","display_name":"Capacitation","score":0.7251321077346802},{"id":"https://openalex.org/keywords/motility","display_name":"Motility","score":0.7189739346504211},{"id":"https://openalex.org/keywords/sperm-motility","display_name":"Sperm motility","score":0.6358140110969543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5503175854682922},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.48076435923576355},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.47500288486480713},{"id":"https://openalex.org/keywords/hyperactivation","display_name":"Hyperactivation","score":0.4235856235027313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40608203411102295},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3794688880443573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3663034439086914},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.3385707139968872},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.2632848620414734},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1567886769771576}],"concepts":[{"id":"https://openalex.org/C115811362","wikidata":"https://www.wikidata.org/wiki/Q189998","display_name":"Flagellum","level":3,"score":0.8400338292121887},{"id":"https://openalex.org/C2781087480","wikidata":"https://www.wikidata.org/wiki/Q17145","display_name":"Sperm","level":2,"score":0.7475605010986328},{"id":"https://openalex.org/C2780301668","wikidata":"https://www.wikidata.org/wiki/Q1728362","display_name":"Capacitation","level":3,"score":0.7251321077346802},{"id":"https://openalex.org/C58207958","wikidata":"https://www.wikidata.org/wiki/Q33596","display_name":"Motility","level":2,"score":0.7189739346504211},{"id":"https://openalex.org/C2777632594","wikidata":"https://www.wikidata.org/wiki/Q27116486","display_name":"Sperm motility","level":3,"score":0.6358140110969543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5503175854682922},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.48076435923576355},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.47500288486480713},{"id":"https://openalex.org/C2778366672","wikidata":"https://www.wikidata.org/wiki/Q5957687","display_name":"Hyperactivation","level":2,"score":0.4235856235027313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40608203411102295},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3794688880443573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3663034439086914},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.3385707139968872},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.2632848620414734},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1567886769771576},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012661","descriptor_name":"Semen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012661","descriptor_name":"Semen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012661","descriptor_name":"Semen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013081","descriptor_name":"Sperm Motility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013081","descriptor_name":"Sperm Motility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013081","descriptor_name":"Sperm Motility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013082","descriptor_name":"Sperm Tail","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013082","descriptor_name":"Sperm Tail","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013082","descriptor_name":"Sperm Tail","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013094","descriptor_name":"Spermatozoa","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013094","descriptor_name":"Spermatozoa","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013094","descriptor_name":"Spermatozoa","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871419","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085948","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085948","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W52592340","https://openalex.org/W1866552407","https://openalex.org/W1983151962","https://openalex.org/W2050629993","https://openalex.org/W2062412251","https://openalex.org/W2100402230","https://openalex.org/W2130801840","https://openalex.org/W2147858742","https://openalex.org/W2741604794","https://openalex.org/W2761566535","https://openalex.org/W2795532044","https://openalex.org/W2804107079","https://openalex.org/W2908852231","https://openalex.org/W2941195539","https://openalex.org/W2955463555","https://openalex.org/W3035056746","https://openalex.org/W3174398858","https://openalex.org/W3200875636"],"related_works":["https://openalex.org/W2144104681","https://openalex.org/W4206701994","https://openalex.org/W2396582899","https://openalex.org/W2420344550","https://openalex.org/W2127266315","https://openalex.org/W2023322314","https://openalex.org/W2049099261","https://openalex.org/W2140439130","https://openalex.org/W2085202127","https://openalex.org/W1991968167"],"abstract_inverted_index":{"Human":[0],"spermatozoa":[1,106,148,166],"must":[2],"swim":[3],"through":[4],"the":[5,26,32,100,121,184,187,247,278,296,303],"female":[6],"reproductive":[7],"tract,":[8],"where":[9],"they":[10],"undergo":[11],"a":[12,21,36,52,67,124,242,251,267,273,290],"series":[13],"of":[14,62,76,104,123,144,186,222,230,262,272,275,281,298],"biochemical":[15],"and":[16,46,164],"biophysical":[17],"reactions":[18],"called":[19],"capacitation,":[20],"necessary":[22],"step":[23],"to":[24,42,71,78,98,137,146,202,245,256,294,301],"fertilize":[25,302],"egg.":[27,304],"Capacitation":[28],"promotes":[29],"changes":[30],"in":[31,51,114,118,130,168],"motility":[33,45,56,102,192,224],"pattern.":[34],"Historically,":[35],"two-dimensional":[37],"analysis":[38],"has":[39,107],"been":[40,109],"used":[41,155],"classify":[43],"sperm":[44,55,65,87,191,283,300],"clinical":[47],"fertilization":[48],"studies.":[49],"Nevertheless,":[50],"natural":[53],"environment":[54],"is":[57,66,120,265,289],"three-dimensional":[58,177],"(3D).":[59],"Imaging":[60],"flagella":[61,167,233],"freely":[63],"swimming":[64],"difficult":[68,136],"task":[69],"due":[70],"their":[72],"high":[73],"beating":[74,90],"frequency":[75],"up":[77,97],"25":[79],"Hz.":[80],"Very":[81],"recent":[82],"studies":[83],"have":[84],"described":[85],"several":[86],"flagellum":[88],"3D":[89,101,119,232],"features":[91,195],"(curvature,":[92],"torsion,":[93],"asymmetries,":[94],"etc.).":[95],"However,":[96],"date,":[99],"pattern":[103],"hyperactivated":[105,204],"not":[108],"characterized.":[110],"The":[111,226,260],"main":[112,220],"difficulty":[113],"classifying":[115],"these":[116,231],"patterns":[117,133],"lack":[122],"ground":[125],"truth":[126],"reference":[127],"since":[128],"differences":[129],"flagellar":[131,190,223,279],"beat":[132],"are":[134,149],"very":[135],"assess":[138],"visually.":[139],"Moreover,":[140],"only":[141],"around":[142],"10-20%":[143],"induced":[145],"capacitate":[147],"truly":[150],"capacitated,":[151],"i.e.,":[152],"hyperactivated.":[153],"We":[154],"an":[156,175,198],"image":[157],"acquisition":[158],"system":[159],"that":[160],"can":[161],"acquire,":[162],"segment,":[163],"track":[165],"3D+t.":[169],"In":[170],"this":[171,263],"work,":[172],"we":[173],"propose":[174],"original":[176],"feature":[178],"vector":[179],"formed":[180],"by":[181],"ellipses":[182,276],"describing":[183],"envelope":[185],"3D+t":[188,200,268],"spatio-temporal":[189],"patterns.":[193,225],"These":[194],"allowed":[196],"compressing":[197],"unlabeled":[199],"dataset":[201],"separate":[203],"cells":[205],"from":[206,209],"others":[207],"(capacitated":[208],"non-capacitated":[210],"cells)":[211],"using":[212],"unsupervised":[213,248],"hierarchical":[214],"clustering.":[215],"Preliminary":[216],"results":[217],"show":[218],"three":[219],"clusters":[221],"first":[227,243],"principal":[228],"component":[229],"measurements":[234],"correlated":[235],"with":[236],"2D":[237],"OpenCASA":[238],"head":[239],"determinations":[240],"as":[241],"approach":[244],"validate":[246],"classification,":[249],"showing":[250],"reasonable":[252],"correlation":[253],"coefficient":[254],"near":[255],"0.7.":[257],"Clinical":[258],"relevance-":[259],"novelty":[261],"work":[264],"defining":[266],"feature-based":[269],"descriptor":[270],"consisting":[271],"set":[274],"enveloping":[277],"motion":[280],"human":[282,299],"for":[284],"its":[285],"unsu-pervised":[286],"classification.":[287],"This":[288],"new":[291],"promising":[292],"tool":[293],"determine":[295],"viability":[297]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
