{"id":"https://openalex.org/W4416144270","doi":"https://doi.org/10.1145/3721201.3725522","title":"SiftIQ: Unraveling the Ethical Dilemma of AI in Healthcare","display_name":"SiftIQ: Unraveling the Ethical Dilemma of AI in Healthcare","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4416144270","doi":"https://doi.org/10.1145/3721201.3725522"},"language":null,"primary_location":{"id":"doi:10.1145/3721201.3725522","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3721201.3725522","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3721201.3725522","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3721201.3725522","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120594894","display_name":"Shivam Dhar","orcid":"https://orcid.org/0009-0000-2355-8267"},"institutions":[{"id":"https://openalex.org/I4210164339","display_name":"Oldham Council","ror":"https://ror.org/05cxzzq07","country_code":"GB","type":"government","lineage":["https://openalex.org/I4210164339"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shivam Dhar","raw_affiliation_strings":["Independent Researcher, McKinney, TX, USA"],"raw_orcid":"https://orcid.org/0009-0000-2355-8267","affiliations":[{"raw_affiliation_string":"Independent Researcher, McKinney, TX, USA","institution_ids":["https://openalex.org/I4210164339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120346603","display_name":"Niveadita Razdan","orcid":"https://orcid.org/0009-0004-7962-6811"},"institutions":[{"id":"https://openalex.org/I4210164339","display_name":"Oldham Council","ror":"https://ror.org/05cxzzq07","country_code":"GB","type":"government","lineage":["https://openalex.org/I4210164339"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niveadita Razdan","raw_affiliation_strings":["Independent Researcher, McKinney, TX, USA"],"raw_orcid":"https://orcid.org/0009-0004-7962-6811","affiliations":[{"raw_affiliation_string":"Independent Researcher, McKinney, TX, USA","institution_ids":["https://openalex.org/I4210164339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120443587","display_name":"Sidhi Razdan","orcid":"https://orcid.org/0009-0005-0451-6121"},"institutions":[{"id":"https://openalex.org/I4210125682","display_name":"Plano Cancer Institute","ror":"https://ror.org/02xtw2e05","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210125682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidhi Razdan","raw_affiliation_strings":["Independent Researcher, Plano, TX, USA"],"raw_orcid":"https://orcid.org/0009-0005-0451-6121","affiliations":[{"raw_affiliation_string":"Independent Researcher, Plano, TX, USA","institution_ids":["https://openalex.org/I4210125682"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5120594894"],"corresponding_institution_ids":["https://openalex.org/I4210164339"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25418087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"494","last_page":"495"},"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":0.9459999799728394,"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":0.9459999799728394,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.010300000198185444,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.008500000461935997,"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/dilemma","display_name":"Dilemma","score":0.6654999852180481},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.603600025177002},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.4853000044822693},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.33379998803138733},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.3260999917984009},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.31679999828338623},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.31049999594688416}],"concepts":[{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.6654999852180481},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.603600025177002},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.4853000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4681999981403351},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45680001378059387},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3946000039577484},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3919999897480011},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35199999809265137},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34470000863075256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34200000762939453},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.33379998803138733},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.3260999917984009},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3203999996185303},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.31679999828338623},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.2915000021457672},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.27720001339912415},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2757999897003174},{"id":"https://openalex.org/C153997805","wikidata":"https://www.wikidata.org/wiki/Q42240","display_name":"Research ethics","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2694999873638153},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2651999890804291},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2644999921321869},{"id":"https://openalex.org/C2777471088","wikidata":"https://www.wikidata.org/wiki/Q7144984","display_name":"Patient advocacy","level":3,"score":0.25380000472068787}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3721201.3725522","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3721201.3725522","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3721201.3725522","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3721201.3725522","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3721201.3725522","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3721201.3725522","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416144270.pdf","grobid_xml":"https://content.openalex.org/works/W4416144270.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W3181414820"],"related_works":[],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"is":[3,9],"revolutionizing":[4],"medicine,":[5],"yet":[6],"whether":[7],"it":[8],"trustworthy":[10],"remains":[11],"an":[12],"open":[13],"question.":[14],"Hidden":[15],"beneath":[16],"its":[17],"complex":[18],"algorithms":[19],"are":[20],"biases,":[21],"unexplained":[22],"decisions,":[23],"and":[24,35,54,59,66,91],"unpredictable":[25],"risks":[26],"that":[27,45],"can":[28],"mean":[29],"the":[30,50,95],"difference":[31],"between":[32],"life-saving":[33],"treatments":[34],"harmful":[36],"misdiagnoses.":[37],"This":[38],"paper":[39],"outlines":[40],"a":[41,60,68],"systematic":[42],"evaluation":[43],"framework":[44],"puts":[46],"healthcare":[47],"AI":[48],"in":[49,79],"dock\u2014trialing":[51],"bias,":[52],"explainability,":[53],"reliability":[55],"through":[56],"targeted":[57],"prompts":[58],"risk":[61],"matrix.":[62],"By":[63],"uncovering":[64],"vulnerabilities":[65],"offering":[67],"clear":[69],"path":[70],"forward":[71],"for":[72,94],"improvement,":[73],"our":[74],"approach":[75],"exceeds":[76],"blind":[77],"trust":[78],"AI,":[80],"rendering":[81],"these":[82],"systems":[83],"not":[84],"only":[85],"powerful":[86],"but":[87],"also":[88],"fair,":[89],"transparent,":[90],"truly":[92],"safe":[93],"patients":[96],"who":[97],"rely":[98],"on":[99],"them.":[100]},"counts_by_year":[],"updated_date":"2026-03-08T06:56:09.383167","created_date":"2025-11-12T00:00:00"}