{"id":"https://openalex.org/W4414648432","doi":"https://doi.org/10.1109/cibcb66090.2025.11177136","title":"Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance","display_name":"Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance","publication_year":2025,"publication_date":"2025-08-20","ids":{"openalex":"https://openalex.org/W4414648432","doi":"https://doi.org/10.1109/cibcb66090.2025.11177136"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb66090.2025.11177136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb66090.2025.11177136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5072433535","display_name":"Ying-Jung Chen","orcid":"https://orcid.org/0000-0002-5946-7831"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ying-Jung Chen","raw_affiliation_strings":["Georgia Institute of Technology,College of Computing,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,College of Computing,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009863028","display_name":"Ahmad Albarqawi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086293","display_name":"European Institute of Women's Health","ror":"https://ror.org/000wx6j65","country_code":"IE","type":"healthcare","lineage":["https://openalex.org/I4210086293"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ahmad Albarqawi","raw_affiliation_strings":["MedWrite.ai,Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MedWrite.ai,Dublin,Ireland","institution_ids":["https://openalex.org/I4210086293"]}]},{"author_position":"last","author":{"id":null,"display_name":"Chi-Sheng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144870","display_name":"Chang Industry (United States)","ror":"https://ror.org/03w767q23","country_code":"US","type":"company","lineage":["https://openalex.org/I4210144870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chi-Sheng Chen","raw_affiliation_strings":["Neuro Industry Research Neuro Industry, Inc.,Boston,MA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuro Industry Research Neuro Industry, Inc.,Boston,MA,USA","institution_ids":["https://openalex.org/I4210144870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.834,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.97902922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8858000040054321,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.8858000040054321,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8722000122070312},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.5562000274658203},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4738999903202057},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.46860000491142273},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4334999918937683},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4320000112056732}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8722000122070312},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.5562000274658203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5329999923706055},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4738999903202057},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.46860000491142273},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4350000023841858},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4334999918937683},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.41769999265670776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40149998664855957},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3752000033855438},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36320000886917114},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.3321000039577484},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.3262999951839447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2800000011920929},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cibcb66090.2025.11177136","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb66090.2025.11177136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1996766061","https://openalex.org/W2063092940","https://openalex.org/W2083634842","https://openalex.org/W4290716979","https://openalex.org/W4292064245","https://openalex.org/W4385777624","https://openalex.org/W4388971277","https://openalex.org/W4389221690","https://openalex.org/W4391507770","https://openalex.org/W4391919118","https://openalex.org/W4394571531","https://openalex.org/W4396918564","https://openalex.org/W4400283511","https://openalex.org/W4403158825","https://openalex.org/W4405079446","https://openalex.org/W4406350284","https://openalex.org/W4406828659","https://openalex.org/W4407243994","https://openalex.org/W4408140710","https://openalex.org/W4412888514","https://openalex.org/W4413801638"],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,169],"the":[3,64,80,83,98,105,116,129,133,140],"data-driven":[4],"medicine":[5],"approach,":[6],"which":[7],"integrates":[8],"ethically":[9],"managed":[10],"and":[11,26,49,52,55,73,90,115,159],"explainable":[12],"artificial":[13],"intelligence":[14],"into":[15,82],"clinical":[16,50],"decision":[17,167],"support":[18,168],"systems":[19],"(CDSS),":[20],"are":[21],"critical":[22],"to":[23,43,53],"ensure":[24],"reliable":[25],"effective":[27],"patient":[28],"care.":[29],"This":[30],"paper":[31],"focuses":[32],"on":[33],"comparing":[34],"novel":[35],"agent":[36,61],"system":[37,62,100,107],"designs":[38],"that":[39,97,150],"use":[40],"modular":[41],"agents":[42,76],"analyze":[44],"laboratory":[45],"results,":[46],"vital":[47],"signs,":[48],"context,":[51],"predict":[54],"validate":[56],"results.":[57],"We":[58],"implement":[59],"our":[60,151],"with":[63,109],"eICU":[65],"database,":[66],"including":[67],"running":[68],"lab":[69],"analysis,":[70],"vitals-only":[71],"interpreters,":[72],"contextual":[74],"reasoners":[75],"first,":[77],"then":[78],"sharing":[79],"memory":[81],"integration":[84],"agent,":[85,87,89],"prediction":[86,111,160],"transparency":[88,130,141,158],"a":[91],"validation":[92],"agent.":[93],"Our":[94],"results":[95],"suggest":[96],"multi-agent":[99],"(MAS)":[101],"performed":[102],"better":[103,138],"than":[104,139],"single-agent":[106],"(SAS)":[108],"mortality":[110],"accuracy":[112,161],"(59%,":[113],"56%)":[114],"mean":[117],"error":[118],"for":[119,132,143],"length":[120],"of":[121],"stay":[122],"(LOS)(4.37":[123],"days,":[124],"5.82":[125],"days),":[126],"respectively.":[127],"However,":[128],"score":[131,142],"SAS":[134],"(86.21)":[135],"is":[136],"slightly":[137],"MAS":[144],"(85.5).":[145],"Finally,":[146],"this":[147],"study":[148],"suggests":[149],"agent-based":[152],"framework":[153],"not":[154],"only":[155],"improves":[156],"process":[157],"but":[162],"also":[163],"strengthens":[164],"trustworthy":[165],"AI-assisted":[166],"an":[170],"intensive":[171],"care":[172],"setting.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}