{"id":"https://openalex.org/W4416252361","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227432","title":"Ethics vs. Regulation: Converging Frameworks for Trustworthy Human-Centered AI in Biomedical Research","display_name":"Ethics vs. Regulation: Converging Frameworks for Trustworthy Human-Centered AI in Biomedical Research","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416252361","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227432"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11227432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5040578359","display_name":"Tayo Obafemi-Ajayi","orcid":"https://orcid.org/0000-0002-0155-9733"},"institutions":[{"id":"https://openalex.org/I119942284","display_name":"Missouri State University","ror":"https://ror.org/01d2sez20","country_code":"US","type":"education","lineage":["https://openalex.org/I119942284"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tayo Obafemi-Ajayi","raw_affiliation_strings":["Missouri State University,Engineering Program,Springfield,MO,USA"],"affiliations":[{"raw_affiliation_string":"Missouri State University,Engineering Program,Springfield,MO,USA","institution_ids":["https://openalex.org/I119942284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036991829","display_name":"Tiffani J Bright","orcid":"https://orcid.org/0000-0002-0894-0107"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tiffani J. Bright","raw_affiliation_strings":["Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009884482","display_name":"Emily Wong","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emily F. Wong","raw_affiliation_strings":["Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038037619","display_name":"Donald C. Wunsch","orcid":"https://orcid.org/0000-0002-9726-9051"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald Wunsch","raw_affiliation_strings":["Missouri University of Science &amp; Technology,Electrical &amp; Computer Eng. Dept,Rolla,MO,USA"],"affiliations":[{"raw_affiliation_string":"Missouri University of Science &amp; Technology,Electrical &amp; Computer Eng. Dept,Rolla,MO,USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079385271","display_name":"Joan Peckham","orcid":null},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joan Peckham","raw_affiliation_strings":["University of Rhode Island,Computer Science &amp; Statistics Dept.,Kingston,RI,USA"],"affiliations":[{"raw_affiliation_string":"University of Rhode Island,Computer Science &amp; Statistics Dept.,Kingston,RI,USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032971510","display_name":"Jason H. Moore","orcid":"https://orcid.org/0000-0002-5015-1099"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason H. Moore","raw_affiliation_strings":["Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA"],"affiliations":[{"raw_affiliation_string":"Cedars-Sinai Medical Center,Computational Biomedicine Dept.,West Hollywood,CA,USA","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040578359"],"corresponding_institution_ids":["https://openalex.org/I119942284"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2959209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.8457000255584717,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.8457000255584717,"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"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.08169999718666077,"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"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.008500000461935997,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.7263000011444092},{"id":"https://openalex.org/keywords/normative","display_name":"Normative","score":0.6001999974250793},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.597599983215332},{"id":"https://openalex.org/keywords/research-ethics","display_name":"Research ethics","score":0.5105999708175659},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4422000050544739},{"id":"https://openalex.org/keywords/bioethics","display_name":"Bioethics","score":0.3962000012397766},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.38440001010894775}],"concepts":[{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.7263000011444092},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.6115000247955322},{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.6001999974250793},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.597599983215332},{"id":"https://openalex.org/C153997805","wikidata":"https://www.wikidata.org/wiki/Q42240","display_name":"Research ethics","level":2,"score":0.5105999708175659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45649999380111694},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4422000050544739},{"id":"https://openalex.org/C188084074","wikidata":"https://www.wikidata.org/wiki/Q194294","display_name":"Bioethics","level":2,"score":0.3962000012397766},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39320001006126404},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.38440001010894775},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.36649999022483826},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3409000039100647},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.31209999322891235},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3077999949455261},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C126086293","wikidata":"https://www.wikidata.org/wiki/Q237151","display_name":"Medical ethics","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C93474598","wikidata":"https://www.wikidata.org/wiki/Q1662553","display_name":"Information ethics","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C2781118332","wikidata":"https://www.wikidata.org/wiki/Q430460","display_name":"Capability approach","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C110894328","wikidata":"https://www.wikidata.org/wiki/Q4086911","display_name":"Biomedical technology","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C207665656","wikidata":"https://www.wikidata.org/wiki/Q5403493","display_name":"Ethics of technology","level":4,"score":0.25220000743865967}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11227432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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":36,"referenced_works":["https://openalex.org/W2053593336","https://openalex.org/W2535351973","https://openalex.org/W2896245505","https://openalex.org/W2981869278","https://openalex.org/W3034726023","https://openalex.org/W3088017652","https://openalex.org/W3107627743","https://openalex.org/W3136782517","https://openalex.org/W3140510786","https://openalex.org/W3174422331","https://openalex.org/W3198708518","https://openalex.org/W3208920975","https://openalex.org/W3217527534","https://openalex.org/W4206464227","https://openalex.org/W4213228184","https://openalex.org/W4220701991","https://openalex.org/W4281254423","https://openalex.org/W4281681378","https://openalex.org/W4283034201","https://openalex.org/W4288421330","https://openalex.org/W4311281298","https://openalex.org/W4312190897","https://openalex.org/W4315880904","https://openalex.org/W4360985733","https://openalex.org/W4366989525","https://openalex.org/W4372325222","https://openalex.org/W4380486392","https://openalex.org/W4381848566","https://openalex.org/W4383562376","https://openalex.org/W4384497585","https://openalex.org/W4387251506","https://openalex.org/W4387500346","https://openalex.org/W4389868433","https://openalex.org/W4392251927","https://openalex.org/W4392871613","https://openalex.org/W4408521246"],"related_works":[],"abstract_inverted_index":{"The":[0],"accelerating":[1],"impact":[2],"of":[3,51,83,94,122],"AI":[4,31,52,88,133,142],"in":[5,12,36,134],"biomedical":[6,55,135],"research":[7,56],"is":[8,57],"driving":[9],"significant":[10],"advances":[11],"precision":[13],"medicine.":[14],"As":[15],"these":[16,70,112,123],"systems":[17,71],"increasingly":[18],"shape":[19],"health":[20],"outcomes,":[21],"the":[22,49,81,87,92,100,120],"imperative":[23],"to":[24,40,53,157],"develop":[25],"trustworthy,":[26],"reliable,":[27],"and":[28,45,91,106,144,150,160],"ethically":[29],"grounded":[30],"becomes":[32],"more":[33,64],"pressing,":[34],"particularly":[35],"addressing":[37],"concerns":[38],"related":[39],"data":[41],"integrity,":[42],"patient":[43],"safety,":[44],"equitable":[46,159],"outcomes.":[47],"While":[48],"potential":[50],"transform":[54],"clear,":[58],"its":[59],"responsible":[60,161],"integration":[61],"depends":[62],"on":[63,146],"than":[65],"technological":[66],"capability.":[67],"Ensuring":[68],"that":[69],"are":[72],"aligned":[73],"with":[74],"societal":[75],"values":[76],"requires":[77],"a":[78,126],"dual":[79],"commitment:":[80],"operationalization":[82],"ethical":[84,152],"principles":[85,153],"throughout":[86],"life":[89],"cycle":[90],"establishment":[93],"robust":[95],"regulatory":[96],"mechanisms.":[97],"Ethics":[98],"provides":[99],"normative":[101],"vision":[102],"for":[103,129,141],"fairness,":[104],"accountability,":[105],"human":[107],"dignity,":[108],"whereas":[109],"regulation":[110],"translates":[111],"ideals":[113],"into":[114,154],"enforceable":[115],"standards.":[116],"This":[117],"paper":[118],"explores":[119],"convergence":[121],"domains":[124],"as":[125],"necessary":[127],"foundation":[128],"developing":[130],"trustworthy":[131],"human-centered":[132],"contexts.":[136],"We":[137],"provide":[138],"practical":[139],"guidance":[140],"developers":[143],"researchers":[145],"integrating":[147],"proactive":[148],"governance":[149],"translating":[151],"actionable":[155],"strategies":[156],"support":[158],"innovation.":[162]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-14T00:00:00"}
