{"id":"https://openalex.org/W4401750555","doi":"https://doi.org/10.1109/isbi56570.2024.10635386","title":"Application of Vision-Language Models for Assessing Osteoarthritis","display_name":"Application of Vision-Language Models for Assessing Osteoarthritis","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750555","doi":"https://doi.org/10.1109/isbi56570.2024.10635386"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5068068452","display_name":"Banafshe Felfeliyan","orcid":"https://orcid.org/0000-0002-3404-7048"},"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":"Banafshe Felfeliyan","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020142976","display_name":"Yuyue Zhou","orcid":"https://orcid.org/0000-0003-3606-3401"},"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":"Yuyue Zhou","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029876399","display_name":"Shrimanti Ghosh","orcid":"https://orcid.org/0000-0003-0659-0147"},"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":"Shrimanti Ghosh","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071627591","display_name":"Jessica K\u00fcpper","orcid":"https://orcid.org/0000-0001-5381-9501"},"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":"Jessica Kupper","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704156","display_name":"Shaobo Liu","orcid":"https://orcid.org/0009-0003-7018-1759"},"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":"Shaobo Liu","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086414445","display_name":"Abhilash Rakkunedeth Hareendranathan","orcid":"https://orcid.org/0000-0001-6201-9258"},"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 R. Hareendranathan","raw_affiliation_strings":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035920057","display_name":"Jacob L. Jaremko","orcid":"https://orcid.org/0000-0001-5314-2297"},"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":["University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta,Department of Radiology & Diagnostic Imaging,Edmonton,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":1.1777,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79501199,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.40849998593330383,"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"}},"topics":[{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.40849998593330383,"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/T14134","display_name":"Medical and Biological Sciences","score":0.40450000762939453,"subfield":{"id":"https://openalex.org/subfields/2702","display_name":"Anatomy"},"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/computer-science","display_name":"Computer science","score":0.6897370219230652},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.6089738011360168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4516217112541199},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3768596053123474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35330966114997864},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1921362578868866}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6897370219230652},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.6089738011360168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4516217112541199},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3768596053123474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35330966114997864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1921362578868866},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635386","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635386","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314212","display_name":"Alberta Machine Intelligence Institute","ror":null},{"id":"https://openalex.org/F4320325651","display_name":"Alberta Innovates","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2013904927","https://openalex.org/W2086561693","https://openalex.org/W2101105183","https://openalex.org/W2281431176","https://openalex.org/W2549418531","https://openalex.org/W2895063672","https://openalex.org/W3010911449","https://openalex.org/W3026745261","https://openalex.org/W3095012295","https://openalex.org/W3128510757","https://openalex.org/W3176251846","https://openalex.org/W3182683290","https://openalex.org/W4312533035","https://openalex.org/W4362508159","https://openalex.org/W4385466175","https://openalex.org/W4385573131","https://openalex.org/W4385573798","https://openalex.org/W4386075916","https://openalex.org/W4386565663","https://openalex.org/W4387211859","https://openalex.org/W4390190673","https://openalex.org/W4392044798","https://openalex.org/W6729646992","https://openalex.org/W6784185929","https://openalex.org/W6791353385","https://openalex.org/W6851617676"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Osteoarthritis":[0],"(OA)":[1],"poses":[2],"a":[3,92,140],"global":[4],"health":[5],"challenge,":[6],"demanding":[7],"precise":[8],"diagnostic":[9],"methods.":[10],"Current":[11],"radiographic":[12],"assessments":[13],"are":[14,34],"time-consuming":[15],"and":[16,38,69,80,114,128,138],"prone":[17],"to":[18,62,90,106,110],"variability,":[19],"prompting":[20],"the":[21,78,108,119],"need":[22],"for":[23,31,142],"automated":[24],"solutions.":[25],"The":[26],"existing":[27],"deep":[28],"learning":[29,125],"models":[30,61,123,145],"OA":[32,64,87,136],"assessment":[33],"unimodal":[35],"single-task":[36],"systems":[37],"they":[39],"don't":[40],"incorporate":[41,102],"relevant":[42],"text":[43],"information":[44],"such":[45],"as":[46],"patient":[47],"demographics,":[48],"disease":[49],"history,":[50],"or":[51],"physician":[52],"reports.":[53,71,116],"This":[54],"study":[55],"investigates":[56],"employing":[57],"Vision-Language":[58],"Processing":[59],"(VLP)":[60],"predict":[63],"severity":[65],"using":[66],"X-ray":[67,75],"images":[68,76],"corresponding":[70],"Our":[72],"method":[73],"leverages":[74],"of":[77,121],"knee":[79],"diverse":[81],"report":[82],"templates":[83],"generated":[84],"from":[85],"tabular":[86],"scoring":[88],"values":[89],"train":[91],"CLIP":[93],"(Contrastive":[94],"Language-Image":[95],"Pre-Training)":[96],"style":[97],"VLP":[98],"model.":[99],"Furthermore,":[100],"we":[101],"additional":[103],"contrasting":[104],"captions":[105],"enforce":[107],"model":[109],"discriminate":[111],"between":[112],"positive":[113],"negative":[115],"Results":[117],"demonstrate":[118],"efficacy":[120],"these":[122],"in":[124,135,146],"text-image":[126],"representations":[127],"their":[129],"contextual":[130],"relationships,":[131],"showcase":[132],"potential":[133],"advancement":[134],"assessment,":[137],"establish":[139],"foundation":[141],"specialized":[143],"vision-language":[144],"medical":[147],"contexts.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}