{"id":"https://openalex.org/W7126062562","doi":"https://doi.org/10.1109/bibm66473.2025.11356338","title":"Synergistic Multi-Task Learning for a Unified Framework of Intelligent Coronary Artery Disease Reporting and Data System","display_name":"Synergistic Multi-Task Learning for a Unified Framework of Intelligent Coronary Artery Disease Reporting and Data System","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126062562","doi":"https://doi.org/10.1109/bibm66473.2025.11356338"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5036875846","display_name":"Xinghua Ma","orcid":"https://orcid.org/0009-0005-2064-4246"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghua Ma","raw_affiliation_strings":["Harbin Institute of Technology,Faculty of Computing,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Faculty of Computing,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113413256","display_name":"Mingye Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingye Zou","raw_affiliation_strings":["Harbin Institute of Technology,Faculty of Computing,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Faculty of Computing,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124228220","display_name":"Zhaowen Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowen Qiu","raw_affiliation_strings":["College of Computer and Control Engineering, Northeast Forestry University,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Northeast Forestry University,Harbin,China","institution_ids":["https://openalex.org/I47689461"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124172757","display_name":"Kuanquan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuanquan Wang","raw_affiliation_strings":["Harbin Institute of Technology,Faculty of Computing,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Faculty of Computing,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123724504","display_name":"Gongning Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongning Luo","raw_affiliation_strings":["Harbin Institute of Technology,Faculty of Computing,Harbin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Faculty of Computing,Harbin,China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124280041","display_name":"Xin Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xin Gao","raw_affiliation_strings":["King Abdullah University of Science and Technology,Center of Excellence for Smart Health (KCSH), Computer Science Program, Computer Electrical and Mathematical Sciences and Engineering Division, the Center of Excellence on Generative AI,Thuwal,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology,Center of Excellence for Smart Health (KCSH), Computer Science Program, Computer Electrical and Mathematical Sciences and Engineering Division, the Center of Excellence on Generative AI,Thuwal,Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6706442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6279","last_page":"6286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.1914999932050705,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.1914999932050705,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.15240000188350677,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.07259999960660934,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/coronary-artery-disease","display_name":"Coronary artery disease","score":0.5666999816894531},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4586000144481659},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4465000033378601},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4034999907016754},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4027000069618225},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.32499998807907104},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.3237999975681305},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.31929999589920044},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.31290000677108765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6187999844551086},{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.5666999816894531},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4794999957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46869999170303345},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4586000144481659},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4034999907016754},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4027000069618225},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3353999853134155},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.32499998807907104},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.3237999975681305},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29440000653266907},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C2780182762","wikidata":"https://www.wikidata.org/wiki/Q1630279","display_name":"Guideline","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2752000093460083},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.26080000400543213},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.26010000705718994},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.25699999928474426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2019608621","https://openalex.org/W2765669952","https://openalex.org/W2886584550","https://openalex.org/W2909435244","https://openalex.org/W2915053383","https://openalex.org/W2950663303","https://openalex.org/W2979569943","https://openalex.org/W2980236582","https://openalex.org/W2993235622","https://openalex.org/W3085046840","https://openalex.org/W3188404242","https://openalex.org/W3216717225","https://openalex.org/W4212875960","https://openalex.org/W4295775527","https://openalex.org/W4295934506","https://openalex.org/W4296122736","https://openalex.org/W4312428231","https://openalex.org/W4312929500","https://openalex.org/W4312960790","https://openalex.org/W4320036954","https://openalex.org/W4386075894","https://openalex.org/W4387212994","https://openalex.org/W4387831669","https://openalex.org/W4402727072","https://openalex.org/W4403049277","https://openalex.org/W4409367101","https://openalex.org/W4414349975"],"related_works":[],"abstract_inverted_index":{"The":[0],"latest":[1],"clinical":[2,164],"guideline":[3],"of":[4,22,65,166],"the":[5,20,66,72,81,88,107,112,123,163],"Coronary":[6],"Artery":[7],"Disease":[8],"Reporting":[9],"and":[10,38,42,54,76,143],"Data":[11],"System":[12],"(CAD-RADS)":[13],"emphasizes":[14],"comprehensive":[15],"CAD":[16],"risk":[17],"evaluation,":[18],"driving":[19],"development":[21],"automated":[23],"diagnosis":[24,64],"technologies":[25],"toward":[26],"a":[27,56,62,119,135],"unified":[28,57,120],"multi-task":[29],"framework.":[30,59],"Previous":[31],"task-specific":[32],"architectures,":[33],"relying":[34],"on":[35,80,150],"varied":[36],"pre-":[37],"post-processing,":[39],"showed":[40],"redundancy":[41],"prediction":[43],"inconsistencies.":[44],"To":[45],"address":[46],"this,":[47],"we":[48,91,126],"first":[49],"proposed":[50],"synergistic":[51],"multitask":[52],"learning":[53],"constructed":[55],"CAD-RADS":[58,67],"It":[60],"provides":[61],"collaborative":[63],"level,":[68],"coronary":[69],"artery":[70],"calcium,":[71],"segment":[73],"involvement":[74],"score,":[75],"abnormality":[77],"modifiers":[78],"based":[79,149],"patient's":[82],"CT":[83],"Angiography":[84],"(CTA)":[85],"volume.":[86],"On":[87,122],"one":[89],"hand,":[90,125],"integrate":[92],"offset":[93],"features":[94],"across":[95],"multiple":[96],"scales":[97],"to":[98,132],"learn":[99,134],"distinct":[100],"attention":[101],"distributions":[102],"for":[103,115],"different":[104],"tasks":[105],"in":[106],"latent":[108],"space,":[109],"thereby":[110],"meeting":[111],"representation":[113],"requirements":[114],"task":[116],"customization":[117],"within":[118],"architecture.":[121],"other":[124],"employ":[127],"ExpectationMaximization":[128],"(EM)-driven":[129],"iterative":[130],"optimization":[131],"interactively":[133],"compact":[136],"basis":[137],"consensus":[138],"among":[139],"tasks,":[140],"balancing":[141],"them":[142],"promoting":[144],"semantic":[145],"complementarity.":[146],"Experimental":[147],"results":[148],"CTA":[151],"volumes":[152],"from":[153],"1,068":[154],"patients":[155],"demonstrate":[156],"our":[157],"framework":[158],"outperforms":[159],"state-of-the-art":[160],"methods,":[161],"advancing":[162],"application":[165],"intelligent":[167],"CAD-RADS.":[168]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-30T00:00:00"}