{"id":"https://openalex.org/W4200042343","doi":"https://doi.org/10.1109/embc46164.2021.9630134","title":"Automatic Assessment Of Hip Effusion From MRI","display_name":"Automatic Assessment Of Hip Effusion From MRI","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200042343","doi":"https://doi.org/10.1109/embc46164.2021.9630134","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891885"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9630134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630134","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & 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":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & 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":null,"display_name":"Abhilash Rakkunedeth Hareendranathan","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abhilash Rakkunedeth Hareendranathan","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yungchan Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yungchan Jin","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Banafshe Felfeliyan","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Banafshe Felfeliyan","raw_affiliation_strings":["University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Janet Lenore Ronsky","orcid":null},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Janet Lenore Ronsky","raw_affiliation_strings":["University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bashiar Thejeel","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bashiar Thejeel","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vanessa Quinn-Laurin","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vanessa Quinn-Laurin","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jacob L. Jaremko","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jacob L. Jaremko","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Diagnostic Imaging, University of Alberta Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6268,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67207792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2021","issue":null,"first_page":"3044","last_page":"3048"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11218","display_name":"Hip disorders and treatments","score":0.32339999079704285,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11218","display_name":"Hip disorders and treatments","score":0.32339999079704285,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.2540000081062317,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T12209","display_name":"Bone and Joint Diseases","score":0.16830000281333923,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"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/intraclass-correlation","display_name":"Intraclass correlation","score":0.6431999802589417},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5931000113487244},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5227000117301941},{"id":"https://openalex.org/keywords/effusion","display_name":"Effusion","score":0.4948999881744385},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.35420000553131104},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.34150001406669617}],"concepts":[{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.6431999802589417},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6057000160217285},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5931000113487244},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5227000117301941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4968999922275543},{"id":"https://openalex.org/C163430725","wikidata":"https://www.wikidata.org/wiki/Q424532","display_name":"Effusion","level":2,"score":0.4948999881744385},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45399999618530273},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.35420000553131104},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.34150001406669617},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.3264000117778778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32280001044273376},{"id":"https://openalex.org/C2778573185","wikidata":"https://www.wikidata.org/wiki/Q1499629","display_name":"Joint effusion","level":3,"score":0.31200000643730164},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.3027999997138977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.250900000333786}],"mesh":[{"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010003","descriptor_name":"Osteoarthritis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010003","descriptor_name":"Osteoarthritis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010003","descriptor_name":"Osteoarthritis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015588","descriptor_name":"Observer Variation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc46164.2021.9630134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9630134","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & 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":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891885","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891885","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1830671035","https://openalex.org/W1901129140","https://openalex.org/W1991947119","https://openalex.org/W1995915070","https://openalex.org/W2010657022","https://openalex.org/W2015512691","https://openalex.org/W2018159364","https://openalex.org/W2037247318","https://openalex.org/W2055052967","https://openalex.org/W2086202612","https://openalex.org/W2096388167","https://openalex.org/W2123037260","https://openalex.org/W2133059825","https://openalex.org/W2147219270","https://openalex.org/W2154158661","https://openalex.org/W2346913735","https://openalex.org/W2521838330","https://openalex.org/W2752155138","https://openalex.org/W2807921027","https://openalex.org/W2837348039","https://openalex.org/W3006468213","https://openalex.org/W3039077328","https://openalex.org/W6631190155","https://openalex.org/W6727249380","https://openalex.org/W6770463489"],"related_works":[],"abstract_inverted_index":{"Joint":[0],"effusion":[1,37,68,77,141],"is":[2,22],"a":[3,29,51,89],"hallmark":[4],"of":[5,92,105,115,126,151,160,169],"osteoarthritis":[6],"(OA)":[7],"associated":[8],"with":[9,101],"stiffness,":[10],"and":[11,17,65,76,111,146,181],"may":[12],"relate":[13],"to":[14,24,136,174],"pain,":[15],"disability,":[16],"long-term":[18],"outcomes.":[19],"However,":[20],"it":[21],"difficult":[23],"quantify":[25],"accurately.":[26],"We":[27,49,132,171],"propose":[28],"new":[30,52],"Deep":[31],"Learning":[32],"(DL)":[33],"approach":[34,59],"for":[35,60,120,157,166,186],"automatic":[36,158],"assessment":[38,159,180],"from":[39,81],"Magnetic":[40],"Resonance":[41],"Imaging":[42],"(MRI)":[43],"using":[44],"volumetric":[45,167],"quantification":[46],"measures":[47],"(VQM).":[48],"developed":[50],"multiplane":[53],"ensemble":[54],"convolutional":[55],"neural":[56],"network":[57],"(CNN)":[58],"1)":[61],"localizing":[62],"bony":[63],"anatomy":[64],"2)":[66],"detecting":[67],"regions.":[69],"CNNs":[70],"were":[71],"trained":[72],"on":[73,88],"femoral":[74],"head":[75],"regions":[78],"manually":[79],"segmented":[80],"3856":[82],"images":[83,94],"(63":[84],"patients).":[85],"Upon":[86],"validation":[87],"non-overlapping":[90],"set":[91],"2040":[93],"(34":[95],"patients)":[96],"DL":[97,121],"showed":[98],"high":[99,119],"agreement":[100],"ground-truth":[102],"in":[103,124,140,177],"terms":[104],"Dice":[106],"score":[107],"(0.85),":[108],"sensitivity":[109],"(0.86)":[110],"precision":[112],"(0.83).":[113],"Agreement":[114],"VQM":[116],"per-patient":[117],"was":[118],"vs":[122],"experts":[123],"term":[125],"Intraclass":[127],"correlation":[128],"coefficient":[129],"(ICC)=":[130],"0.88[0.80,0.93].":[131],"expect":[133,172],"this":[134,173],"technique":[135,156],"reduce":[137,175],"inter-observer":[138],"variability":[139,176],"assessment,":[142],"reducing":[143],"expert":[144],"time":[145],"potentially":[147],"improving":[148],"the":[149],"quality":[150],"OA":[152,178],"care.Clinical":[153],"Relevance-":[154],"Our":[155],"hip":[161],"MRI":[162],"can":[163],"be":[164],"used":[165],"measurement":[168],"effusion.":[170],"biomarker":[179],"provide":[182],"more":[183],"reliable":[184],"indicators":[185],"disease":[187],"progression.":[188]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-12-31T00:00:00"}