{"id":"https://openalex.org/W4400141298","doi":"https://doi.org/10.48550/arxiv.2406.18563","title":"Interdisciplinary Expertise to Advance Equitable Explainable AI","display_name":"Interdisciplinary Expertise to Advance Equitable Explainable AI","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4400141298","doi":"https://doi.org/10.48550/arxiv.2406.18563"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2406.18563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.18563","pdf_url":"https://arxiv.org/pdf/2406.18563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2406.18563","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110985473","display_name":"Chloe R. Bennett","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bennett, Chloe R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069557194","display_name":"Heather Cole-Lewis","orcid":"https://orcid.org/0000-0002-7275-1810"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cole-Lewis, Heather","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078846703","display_name":"Stephanie Farquhar","orcid":"https://orcid.org/0000-0002-7249-827X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Farquhar, Stephanie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099670371","display_name":"Naama Haamel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haamel, Naama","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051339229","display_name":"Boris Babenko","orcid":"https://orcid.org/0000-0002-3013-3678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Babenko, Boris","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035078692","display_name":"Oran Lang","orcid":"https://orcid.org/0000-0001-7644-8459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lang, Oran","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099670372","display_name":"Mat Fleck","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fleck, Mat","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034997186","display_name":"Ilana Traynis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Traynis, Ilana","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051570440","display_name":"Charles T. Lau","orcid":"https://orcid.org/0000-0002-3136-9711"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lau, Charles","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024597490","display_name":"Ivor B. Horn","orcid":"https://orcid.org/0000-0002-5571-4671"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Horn, Ivor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5074116667","display_name":"Courtney R. Lyles","orcid":"https://orcid.org/0000-0002-1111-8595"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lyles, Courtney","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5110985473"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8912000060081482,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8912000060081482,"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/computer-science","display_name":"Computer science","score":0.4564440846443176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4564440846443176}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2406.18563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.18563","pdf_url":"https://arxiv.org/pdf/2406.18563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2406.18563","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2406.18563","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2406.18563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.18563","pdf_url":"https://arxiv.org/pdf/2406.18563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400141298.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0],"field":[1],"of":[2,58,64,110,121],"artificial":[3],"intelligence":[4],"(AI)":[5],"is":[6,50],"rapidly":[7],"influencing":[8],"health":[9,68],"and":[10,14,39,45,67,87,98,107,112,135,148],"healthcare,":[11],"but":[12],"bias":[13,111],"poor":[15],"performance":[16,41],"persists":[17],"for":[18,32,75,91,114,151,168],"populations":[19],"who":[20],"face":[21],"widespread":[22],"structural":[23],"oppression.":[24],"Previous":[25],"work":[26],"has":[27],"clearly":[28],"outlined":[29],"the":[30,56,119,122,159],"need":[31],"more":[33,128],"rigorous":[34],"attention":[35],"to":[36,42,53,70,96,126],"data":[37],"representativeness":[38],"model":[40,102,170],"advance":[43],"equity":[44,69],"reduce":[46,143],"bias.":[47],"However,":[48],"there":[49,155],"an":[51],"opportunity":[52],"also":[54],"improve":[55],"explainability":[57],"AI":[59,85,101,169],"by":[60],"leveraging":[61],"best":[62],"practices":[63],"social":[65],"epidemiology":[66],"help":[71,142],"us":[72],"develop":[73],"hypotheses":[74],"associations":[76],"found.":[77],"In":[78,161],"this":[79],"paper,":[80],"we":[81],"focus":[82],"on":[83],"explainable":[84],"(XAI)":[86],"describe":[88],"a":[89],"framework":[90],"interdisciplinary":[92,123],"expert":[93,124],"panel":[94,125,139],"review":[95],"discuss":[97],"critically":[99],"assess":[100],"explanations":[103],"from":[104],"multiple":[105],"perspectives":[106],"identify":[108,145,149],"areas":[109],"directions":[113],"future":[115],"research.":[116],"We":[117],"emphasize":[118],"importance":[120],"produce":[127],"accurate,":[129],"equitable":[130],"interpretations":[131],"which":[132],"are":[133,156],"historically":[134],"contextually":[136],"informed.":[137],"Interdisciplinary":[138],"discussions":[140],"can":[141,165],"bias,":[144],"potential":[146],"confounders,":[147],"opportunities":[150,167],"additional":[152],"research":[153],"where":[154],"gaps":[157],"in":[158],"literature.":[160],"turn,":[162],"these":[163],"insights":[164],"suggest":[166],"improvement.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}