{"id":"https://openalex.org/W4379279973","doi":"https://doi.org/10.1007/978-3-031-34344-5_37","title":"The Impact of Bias on Drift Detection in AI Health Software","display_name":"The Impact of Bias on Drift Detection in AI Health Software","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379279973","doi":"https://doi.org/10.1007/978-3-031-34344-5_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34344-5_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5110985518","display_name":"Asal Khoshravan Azar","orcid":null},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Asal Khoshravan Azar","raw_affiliation_strings":["Brunel University London, Uxbridge, UB8 3PH, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brunel University London, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051749921","display_name":"Barbara Draghi","orcid":"https://orcid.org/0009-0003-5917-5307"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Barbara Draghi","raw_affiliation_strings":["Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063594087","display_name":"Ylenia Rotalinti","orcid":"https://orcid.org/0000-0001-9828-6200"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ylenia Rotalinti","raw_affiliation_strings":["Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080758722","display_name":"Puja Myles","orcid":"https://orcid.org/0000-0002-8976-890X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Puja Myles","raw_affiliation_strings":["Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medicine and Healthcare products Regulatory Agency, London, E14 4PU, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004397914","display_name":"Allan Tucker","orcid":"https://orcid.org/0000-0001-5105-3506"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Allan Tucker","raw_affiliation_strings":["Brunel University London, Uxbridge, UB8 3PH, UK","Brunel University London, Uxbridge, UK"],"raw_orcid":"https://orcid.org/0000-0001-5105-3506","affiliations":[{"raw_affiliation_string":"Brunel University London, Uxbridge, UB8 3PH, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"Brunel University London, Uxbridge, UK","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004397914"],"corresponding_institution_ids":["https://openalex.org/I59433898"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.5607,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83315792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9854999780654907,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9794999957084656,"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":0.7571280002593994},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6202625036239624},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.6187325119972229},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5323244333267212},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5322313904762268},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4871370494365692},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4849817752838135},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.47728338837623596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.457806795835495},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4558923542499542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4490700960159302},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44289931654930115},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3544837236404419},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12262198328971863},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.08229073882102966},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07939410209655762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7571280002593994},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6202625036239624},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.6187325119972229},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5323244333267212},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5322313904762268},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4871370494365692},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4849817752838135},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.47728338837623596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.457806795835495},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4558923542499542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4490700960159302},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44289931654930115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3544837236404419},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12262198328971863},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.08229073882102966},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07939410209655762},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-34344-5_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_37","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1795144871","https://openalex.org/W1904826605","https://openalex.org/W2099419573","https://openalex.org/W2888109941","https://openalex.org/W2965372408","https://openalex.org/W2990768863","https://openalex.org/W3149026346","https://openalex.org/W3181414820","https://openalex.org/W4205653178","https://openalex.org/W4225690829","https://openalex.org/W4318464602"],"related_works":["https://openalex.org/W2990081132","https://openalex.org/W96612179","https://openalex.org/W2770234245","https://openalex.org/W4296984035","https://openalex.org/W3127121676","https://openalex.org/W2987774938","https://openalex.org/W2566006169","https://openalex.org/W3108206468","https://openalex.org/W3091433184","https://openalex.org/W4256492088"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
