{"id":"https://openalex.org/W4224924109","doi":"https://doi.org/10.1080/10255842.2022.2066973","title":"Multimodal data analysis of knee osteoarthritis assessment: factors selection for conservative care decision making","display_name":"Multimodal data analysis of knee osteoarthritis assessment: factors selection for conservative care decision making","publication_year":2022,"publication_date":"2022-04-26","ids":{"openalex":"https://openalex.org/W4224924109","doi":"https://doi.org/10.1080/10255842.2022.2066973","pmid":"https://pubmed.ncbi.nlm.nih.gov/35472257"},"language":"en","primary_location":{"id":"doi:10.1080/10255842.2022.2066973","doi":"https://doi.org/10.1080/10255842.2022.2066973","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10255842.2022.2066973","pdf_url":null,"source":{"id":"https://openalex.org/S72888871","display_name":"Computer Methods in Biomechanics & Biomedical Engineering","issn_l":"1025-5842","issn":["1025-5842","1476-8259"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering","raw_type":"journal-article"},"volume":null,"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/A5017810355","display_name":"Fatima Bensalma","orcid":"https://orcid.org/0000-0002-1464-3141","observed_orcids":["https://orcid.org/0000-0002-1464-3141","https://orcid.org/0000-0003-3193-5899"]},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801902503","https://openalex.org/I4210139015","https://openalex.org/I4210142730","https://openalex.org/I4405279980"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"F. Bensalma","raw_affiliation_strings":["Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","Research Center LICEF institute, TELUQ, Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3193-5899","affiliations":[{"raw_affiliation_string":"Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Research Center LICEF institute, TELUQ, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I200745827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035371944","display_name":"Neila Mezghani","orcid":"https://orcid.org/0000-0002-5935-4570","observed_orcids":["https://orcid.org/0000-0002-5935-4570"]},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801902503","https://openalex.org/I4210139015","https://openalex.org/I4210142730","https://openalex.org/I4405279980"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"N. Mezghani","raw_affiliation_strings":["Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","Research Center LICEF institute, TELUQ, Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5935-4570","affiliations":[{"raw_affiliation_string":"Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I4210142730"]},{"raw_affiliation_string":"Research Center LICEF institute, TELUQ, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I200745827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087072585","display_name":"Alix Cagnin","orcid":"https://orcid.org/0000-0001-6229-732X","observed_orcids":["https://orcid.org/0000-0001-6229-732X"]},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801902503","https://openalex.org/I4210139015","https://openalex.org/I4210142730","https://openalex.org/I4405279980"]},{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Cagnin","raw_affiliation_strings":["LIO, \u00c9cole de technologie sup\u00e9rieure, Montr\u00e9al, Canada","Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIO, \u00c9cole de technologie sup\u00e9rieure, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I4210142730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030032196","display_name":"Adri\u00e1n Aziz Cort\u00e9s de la Fuente","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A. Fuente","raw_affiliation_strings":["EMOVI Inc, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EMOVI Inc, Montr\u00e9al, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086334143","display_name":"L. Lenoir","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L. Lenoir","raw_affiliation_strings":["EMOVI Inc, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EMOVI Inc, Montr\u00e9al, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036862275","display_name":"Nicola Hagemeister","orcid":"https://orcid.org/0000-0003-1225-7199","observed_orcids":["https://orcid.org/0000-0003-1225-7199"]},"institutions":[{"id":"https://openalex.org/I4210142730","display_name":"Centre Hospitalier de l\u2019Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0410a8y51","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801902503","https://openalex.org/I4210139015","https://openalex.org/I4210142730","https://openalex.org/I4405279980"]},{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"N. Hagemeister","raw_affiliation_strings":["LIO, \u00c9cole de technologie sup\u00e9rieure, Montr\u00e9al, Canada","Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada"],"raw_orcid":"https://orcid.org/0000-0003-1225-7199","affiliations":[{"raw_affiliation_string":"LIO, \u00c9cole de technologie sup\u00e9rieure, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Laboratoire de recherche en imagerie et orthop\u00e9die (LIO), Research Centre of the centre hospitalier de l\u2019universit\u00e9 de Montr\u00e9al (CRCHUM), Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I4210142730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017810355"],"corresponding_institution_ids":["https://openalex.org/I200745827","https://openalex.org/I4210142730"],"apc_list":null,"apc_paid":null,"fwci":0.7267,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67202004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"26","issue":"4","first_page":"450","last_page":"459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.6265000104904175,"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":0.6265000104904175,"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/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.21969999372959137,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.03280000016093254,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knee-osteoarthritis","display_name":"knee osteoarthritis","score":1.0},{"id":"https://openalex.org/keywords/conservative-treatment","display_name":"conservative treatment","score":0.6029999852180481},{"id":"https://openalex.org/keywords/treatment-decision-making","display_name":"treatment decision-making","score":0.8859999775886536},{"id":"https://openalex.org/keywords/modifiable-risk-factors","display_name":"modifiable risk factors","score":0.8029999732971191},{"id":"https://openalex.org/keywords/clinical-factors","display_name":"clinical factors","score":0.7929999828338623},{"id":"https://openalex.org/keywords/biomechanical-factors","display_name":"biomechanical factors","score":0.9959999918937683}],"concepts":[{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.7997115850448608},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6736598014831543},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.6363343000411987},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4245510697364807},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.4239116609096527},{"id":"https://openalex.org/C3017871827","wikidata":"https://www.wikidata.org/wiki/Q1693864","display_name":"Total knee arthroplasty","level":2,"score":0.4127587676048279},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3828604817390442},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.15840038657188416},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1368279755115509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08976417779922485},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08117136359214783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003657","descriptor_name":"Decision Making","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":"D016896","descriptor_name":"Treatment Outcome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019645","descriptor_name":"Arthroplasty, Replacement, Knee","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D020370","descriptor_name":"Osteoarthritis, Knee","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1080/10255842.2022.2066973","doi":"https://doi.org/10.1080/10255842.2022.2066973","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10255842.2022.2066973","pdf_url":null,"source":{"id":"https://openalex.org/S72888871","display_name":"Computer Methods in Biomechanics & Biomedical Engineering","issn_l":"1025-5842","issn":["1025-5842","1476-8259"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:35472257","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35472257","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,"listed_in":[],"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":"Computer methods in biomechanics and biomedical engineering","raw_type":"Journal Article"},{"id":"pmh:oai:r-libre.teluq.ca:2837","doi":null,"is_oa":false,"landing_page_url":"https://r-libre.teluq.ca/2837/1/Bensalma2022_2.pdf","pdf_url":"https://r-libre.teluq.ca/2837/1/Bensalma2022_2.pdf","source":{"id":"https://openalex.org/S4306401909","display_name":"R-libre (Universit\u00e9 T\u00e9luq)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I200745827","host_organization_name":"Universit\u00e9 T\u00c9LUQ","host_organization_lineage":["https://openalex.org/I200745827"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Articles de revues"},{"id":"pmh:oai:RePEc:taf:gcmbxx:v:26:y:2023:i:4:p:450-459","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/10255842.2022.2066973","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:espace2.etsmtl.ca:24424","doi":null,"is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/24424/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article publi\u00e9 dans une revue, r\u00e9vis\u00e9 par les pairs"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"display_name":"Peace, justice, and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311614","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1878001985","https://openalex.org/W1968206427","https://openalex.org/W2008929650","https://openalex.org/W2024532392","https://openalex.org/W2078722969","https://openalex.org/W2086968448","https://openalex.org/W2109500280","https://openalex.org/W2116662982","https://openalex.org/W2549764070","https://openalex.org/W2617515964","https://openalex.org/W2728397260","https://openalex.org/W2893546406","https://openalex.org/W2898369366","https://openalex.org/W2946188627","https://openalex.org/W2947358917","https://openalex.org/W3010099746","https://openalex.org/W3021286010","https://openalex.org/W3082623192","https://openalex.org/W3154783098","https://openalex.org/W4252979426"],"related_works":["https://openalex.org/W2947358917","https://openalex.org/W3082623192","https://openalex.org/W7211908884","https://openalex.org/W2312593282","https://openalex.org/W2319861366","https://openalex.org/W3154783098","https://openalex.org/W2954090654","https://openalex.org/W2377259578","https://openalex.org/W2333968538","https://openalex.org/W7112733337"],"abstract_inverted_index":{"When":[0],"assessing":[1],"a":[2,8,63],"patient":[3],"with":[4],"knee":[5,87],"osteoarthritis":[6],"(OA),":[7],"number":[9],"of":[10,28,35],"factors":[11,37,51,91],"are":[12,38,93],"considered":[13],"to":[14,32,42,45,52,68,89,95],"guide":[15],"treatment":[16,59],"plan,":[17],"namely,":[18],"demographic,":[19],"radiographic,":[20],"clinical,":[21],"musculoskeletal,":[22],"and":[23],"biomechanical":[24],"factors.":[25,73],"The":[26,74],"aim":[27],"this":[29],"study":[30],"is":[31],"identify":[33,90],"which":[34],"these":[36,72],"the":[39,49,96],"most":[40],"related":[41],"each":[43],"other":[44],"potentially":[46],"better":[47],"prioritize":[48],"modifiable":[50],"be":[53],"addressed":[54],"as":[55],"they":[56],"may":[57],"influence":[58],"outcomes.":[60],"We":[61],"investigated":[62],"multimodal":[64],"canonical":[65],"correlation":[66],"analysis":[67,75],"evaluate":[69],"associations":[70],"between":[71],"was":[76],"performed":[77],"on":[78],"415":[79],"OA":[80],"patients":[81],"who":[82],"were":[83],"not":[84],"candidates":[85],"for":[86],"arthroplasty,":[88],"that":[92],"associated":[94],"patients'":[97],"clinical":[98],"conditions.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2022-04-28T00:00:00"}
