{"id":"https://openalex.org/W7134969882","doi":"https://doi.org/10.1016/j.neucom.2026.133311","title":"Dynamic automated template generation in knee MRI for region-specific arthritis assessment","display_name":"Dynamic automated template generation in knee MRI for region-specific arthritis assessment","publication_year":2026,"publication_date":"2026-03-10","ids":{"openalex":"https://openalex.org/W7134969882","doi":"https://doi.org/10.1016/j.neucom.2026.133311"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.133311","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133311","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.neucom.2026.133311","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064909920","display_name":"Soolmaz Abbasi","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":"Soolmaz Abbasi","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"https://openalex.org/A5036434857","display_name":"Stephanie Wichuk","orcid":"https://orcid.org/0000-0003-4170-1244"},"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":"Stephanie Wichuk","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"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":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"https://openalex.org/A5041638018","display_name":"R. Gilliland","orcid":"https://orcid.org/0009-0000-4670-2671"},"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":"Rory Gilliland","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"https://openalex.org/A5014495764","display_name":"Skye McDonald","orcid":"https://orcid.org/0000-0003-0723-6094"},"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":"Steel McDonald","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"https://openalex.org/A5086746484","display_name":"Assefa Seyoum Wahd","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":"Assefa Wahd","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"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 Hareendranathan","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":"https://openalex.org/A5014384172","display_name":"J. 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":true,"raw_author_name":"Jacob L. Jaremko","raw_affiliation_strings":["Department of Radiology and Diagnostic Imaging, University of Alberta, Canada"],"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":8,"corresponding_author_ids":["https://openalex.org/A5014384172"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":{"value":2470,"currency":"USD","value_usd":2470},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.93200054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"679","issue":null,"first_page":"133311","last_page":"133311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.5115000009536743,"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":0.5115000009536743,"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.43220001459121704,"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.00570000009611249,"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/leverage","display_name":"Leverage (statistics)","score":0.5095999836921692},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.4693000018596649},{"id":"https://openalex.org/keywords/osteoarthritis","display_name":"Osteoarthritis","score":0.40689998865127563},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.37220001220703125},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3490999937057495},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.34869998693466187},{"id":"https://openalex.org/keywords/tibia","display_name":"Tibia","score":0.33899998664855957},{"id":"https://openalex.org/keywords/dynamic-contrast-enhanced-mri","display_name":"Dynamic contrast-enhanced MRI","score":0.337799996137619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577999830245972},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5095999836921692},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5060999989509583},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.4693000018596649},{"id":"https://openalex.org/C2776164576","wikidata":"https://www.wikidata.org/wiki/Q62736","display_name":"Osteoarthritis","level":3,"score":0.40689998865127563},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.37220001220703125},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3490999937057495},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3400999903678894},{"id":"https://openalex.org/C2777236700","wikidata":"https://www.wikidata.org/wiki/Q178366","display_name":"Tibia","level":2,"score":0.33899998664855957},{"id":"https://openalex.org/C41727105","wikidata":"https://www.wikidata.org/wiki/Q17009718","display_name":"Dynamic contrast-enhanced MRI","level":3,"score":0.337799996137619},{"id":"https://openalex.org/C2780554211","wikidata":"https://www.wikidata.org/wiki/Q176503","display_name":"Femur","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C2780368125","wikidata":"https://www.wikidata.org/wiki/Q229081","display_name":"Patella","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C2908736133","wikidata":"https://www.wikidata.org/wiki/Q37425","display_name":"Knee Joint","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C96646087","wikidata":"https://www.wikidata.org/wiki/Q978198","display_name":"Condyle","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29030001163482666},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2635999917984009},{"id":"https://openalex.org/C3020332539","wikidata":"https://www.wikidata.org/wiki/Q2014564","display_name":"Articular cartilage","level":4,"score":0.2635999917984009}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.133311","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133311","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.neucom.2026.133311","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133311","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7041314244270325}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1538222952","https://openalex.org/W1987537066","https://openalex.org/W2034251536","https://openalex.org/W2098095654","https://openalex.org/W2135098161","https://openalex.org/W2145023731","https://openalex.org/W2176183018","https://openalex.org/W2579730284","https://openalex.org/W3183334770","https://openalex.org/W3201583009","https://openalex.org/W4283587683","https://openalex.org/W4312075150","https://openalex.org/W4384078467","https://openalex.org/W4385466175","https://openalex.org/W4386042200","https://openalex.org/W4402557180","https://openalex.org/W4409760481","https://openalex.org/W4411448138","https://openalex.org/W4414128246","https://openalex.org/W4414380779"],"related_works":[],"abstract_inverted_index":{"Semi-quantitative":[0],"scoring":[1,55,88],"systems":[2],"such":[3],"as":[4],"KIMRISS":[5],"enhance":[6,200],"granularity":[7],"in":[8,90],"knee":[9,92],"osteoarthritis":[10],"(OA)":[11],"assessment":[12],"and":[13,42,62,113,119,129,134,169,176,189,199],"reduce":[14,196],"inter-reader":[15],"variability.":[16],"However,":[17],"they":[18],"remain":[19],"constrained":[20],"by":[21,94],"fixed,":[22],"static":[23],"templates":[24,89,152,184],"that":[25,57,182],"do":[26],"not":[27],"adapt":[28],"to":[29,78,157,195],"patient-specific":[30],"anatomy.":[31],"Their":[32],"reliance":[33],"on":[34],"manual":[35],"expert":[36,139],"input":[37,136],"also":[38],"makes":[39],"them":[40],"time-consuming":[41],"limits":[43],"scalability":[44],"for":[45,54,105,116,163],"large":[46],"imaging":[47],"datasets.":[48],"These":[49,179],"limitations":[50],"underscore":[51],"the":[52,117,127,158,164],"need":[53],"frameworks":[56],"are":[58],"both":[59],"anatomically":[60,190],"adaptive":[61,191],"automated.":[63],"To":[64],"address":[65],"this,":[66],"we":[67],"leverage":[68],"data-driven":[69],"modeling":[70],"of":[71,160],"anatomical":[72],"variability":[73,198],"from":[74,126,137],"multi-subject":[75],"MRI":[76,93,124],"data":[77],"enable":[79],"automated,":[80,187],"anatomy-adaptive":[81],"scoring.":[82],"Our":[83],"approach":[84],"generates":[85],"dynamic,":[86],"anatomy-conforming":[87],"sagittal":[91],"integrating":[95],"segmentation-derived":[96],"bone":[97,146],"masks":[98],"with":[99,193],"geometric":[100],"analysis,":[101],"including":[102],"ellipse":[103],"fitting":[104],"femoral":[106],"head":[107],"localization,":[108],"PCA-based":[109],"condyle":[110],"axis":[111],"estimation,":[112],"bounding-box":[114],"partitioning":[115],"tibia":[118,167],"patella.":[120],"Using":[121],"80":[122],"fluid-sensitive":[123],"scans":[125],"OAI":[128],"OKINADA":[130],"cohorts":[131],"(40":[132],"patients),":[133],"reference":[135],"11":[138,161],"readers,":[140],"performance":[141],"was":[142],"evaluated":[143],"against":[144],"human-expert":[145],"marrow":[147],"lesion":[148],"(BML)":[149],"masks.":[150],"Dynamic":[151],"achieved":[153],"coverage":[154],"values":[155],"comparable":[156],"mean":[159],"readers":[162],"femur":[165],"(0.91),":[166],"(0.95),":[168],"patella":[170],"(0.91).":[171],"Qualitative":[172],"analysis":[173],"confirmed":[174],"consistent":[175],"bone-conforming":[177],"placement.":[178],"results":[180],"demonstrate":[181],"dynamic":[183],"can":[185],"provide":[186],"scalable,":[188],"scoring,":[192],"potential":[194],"reader":[197],"OA":[201],"assessment.":[202]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}