{"id":"https://openalex.org/W4295916002","doi":"https://doi.org/10.1007/978-3-031-16452-1_66","title":"FedHarmony: Unlearning Scanner Bias with\u00a0Distributed Data","display_name":"FedHarmony: Unlearning Scanner Bias with\u00a0Distributed Data","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295916002","doi":"https://doi.org/10.1007/978-3-031-16452-1_66"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16452-1_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_66","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/A5067212851","display_name":"Nicola K. Dinsdale","orcid":"https://orcid.org/0000-0003-1520-1326"},"institutions":[{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nicola K. Dinsdale","raw_affiliation_strings":["Oxford Machine Learning in NeuroImaging (OMNI) Lab, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Machine Learning in NeuroImaging (OMNI) Lab, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004220534","display_name":"Mark Jenkinson","orcid":"https://orcid.org/0000-0001-6043-0166"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I4210137740","display_name":"South Australian Health and Medical Research Institute","ror":"https://ror.org/03e3kts03","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210137740"]},{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Mark Jenkinson","raw_affiliation_strings":["Australian Institute for Machine Learning (AIML), Department of Computer Science, University of Adelaide, Adelaide, Australia","South Australian Health and Medical Research Institute (SAHMRI), North Terrace, Adelaide, Australia","Wellcome Centre for Integrative Neuroimaging FMRIB, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Australian Institute for Machine Learning (AIML), Department of Computer Science, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]},{"raw_affiliation_string":"South Australian Health and Medical Research Institute (SAHMRI), North Terrace, Adelaide, Australia","institution_ids":["https://openalex.org/I4210137740"]},{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging FMRIB, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079794151","display_name":"Ana I. L. Namburete","orcid":"https://orcid.org/0000-0002-9119-436X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ana I. L. Namburete","raw_affiliation_strings":["Oxford Machine Learning in NeuroImaging (OMNI) Lab, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Machine Learning in NeuroImaging (OMNI) Lab, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067212851"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210101881"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.5147,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97338936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"695","last_page":"704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987999796867371,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9908000230789185,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8616753816604614},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6608648300170898},{"id":"https://openalex.org/keywords/scanner","display_name":"Scanner","score":0.595891535282135},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.525175929069519},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4988522529602051},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48431816697120667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48401519656181335},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4669229984283447},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.462015300989151},{"id":"https://openalex.org/keywords/statistical-power","display_name":"Statistical power","score":0.4182039797306061},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4154300391674042},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39278075098991394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10534971952438354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8616753816604614},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6608648300170898},{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.595891535282135},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.525175929069519},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4988522529602051},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48431816697120667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48401519656181335},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4669229984283447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.462015300989151},{"id":"https://openalex.org/C96608239","wikidata":"https://www.wikidata.org/wiki/Q1199823","display_name":"Statistical power","level":2,"score":0.4182039797306061},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4154300391674042},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39278075098991394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10534971952438354},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","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/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16452-1_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_66","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":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2008152557","https://openalex.org/W2127324977","https://openalex.org/W2159024459","https://openalex.org/W2167868121","https://openalex.org/W2214409633","https://openalex.org/W2811386582","https://openalex.org/W2911978475","https://openalex.org/W2912213068","https://openalex.org/W2961602927","https://openalex.org/W2980199629","https://openalex.org/W3015083995","https://openalex.org/W3103736575","https://openalex.org/W3115055674","https://openalex.org/W3177966841","https://openalex.org/W3194606324","https://openalex.org/W3197863729","https://openalex.org/W4213177592"],"related_works":["https://openalex.org/W4232857084","https://openalex.org/W4245233074","https://openalex.org/W1517555227","https://openalex.org/W762151464","https://openalex.org/W2389610024","https://openalex.org/W4239804034","https://openalex.org/W2911295078","https://openalex.org/W2653993779","https://openalex.org/W2001485867","https://openalex.org/W1969621326"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}