{"id":"https://openalex.org/W3196476716","doi":"https://doi.org/10.1007/978-3-030-91387-8_1","title":"Federated Learning: Issues in Medical Application","display_name":"Federated Learning: Issues in Medical Application","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3196476716","doi":"https://doi.org/10.1007/978-3-030-91387-8_1","mag":"3196476716"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-91387-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91387-8_1","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.00202","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058879816","display_name":"Joo Hun Yoo","orcid":"https://orcid.org/0000-0003-0261-6127"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joo Hun Yoo","raw_affiliation_strings":["College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068301566","display_name":"Hyejun Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyejun Jeong","raw_affiliation_strings":["College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103131945","display_name":"Jaehyeok Lee","orcid":"https://orcid.org/0009-0005-1043-3445"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyeok Lee","raw_affiliation_strings":["College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011292784","display_name":"Tai\u2010Myoung Chung","orcid":"https://orcid.org/0000-0002-7687-8114"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tai-Myoung Chung","raw_affiliation_strings":["College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"[College of Computing and Informatics, Sungkyunkwan University, Suwon, Republic of Korea]","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058879816"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16734379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T13702","display_name":"Machine Learning in Healthcare","score":0.9940999746322632,"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":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.7404576539993286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7260260581970215},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.62396240234375},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5726410746574402},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4932653307914734},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48824551701545715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22892004251480103},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.20094957947731018}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.7404576539993286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7260260581970215},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.62396240234375},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5726410746574402},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4932653307914734},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48824551701545715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22892004251480103},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.20094957947731018},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-91387-8_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-91387-8_1","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"},{"id":"pmh:oai:arXiv.org:2109.00202","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.00202","pdf_url":"https://arxiv.org/pdf/2109.00202","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3196476716","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2109.00202.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2109.00202","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2109.00202","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.00202","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.00202","pdf_url":"https://arxiv.org/pdf/2109.00202","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W2018087014","https://openalex.org/W2559840118","https://openalex.org/W2605108175","https://openalex.org/W2797142180","https://openalex.org/W2886444620","https://openalex.org/W2903800384","https://openalex.org/W2914328083","https://openalex.org/W2921189944","https://openalex.org/W2951475234","https://openalex.org/W2956355137","https://openalex.org/W2962858109","https://openalex.org/W2962862931","https://openalex.org/W2963422767","https://openalex.org/W2964162474","https://openalex.org/W2970606380","https://openalex.org/W2977797911","https://openalex.org/W2980713544","https://openalex.org/W2982302101","https://openalex.org/W2986692543","https://openalex.org/W2989120265","https://openalex.org/W2990595670","https://openalex.org/W2990789643","https://openalex.org/W2995022099","https://openalex.org/W2995164118","https://openalex.org/W2998368790","https://openalex.org/W3001904144","https://openalex.org/W3003426262","https://openalex.org/W3005776401","https://openalex.org/W3008187686","https://openalex.org/W3011296167","https://openalex.org/W3012501605","https://openalex.org/W3012990321","https://openalex.org/W3015515533","https://openalex.org/W3018464563","https://openalex.org/W3021182036","https://openalex.org/W3021654819","https://openalex.org/W3022195403","https://openalex.org/W3023042748","https://openalex.org/W3028537074","https://openalex.org/W3034666238","https://openalex.org/W3037024761","https://openalex.org/W3040730690","https://openalex.org/W3046918297","https://openalex.org/W3048715803","https://openalex.org/W3080934299","https://openalex.org/W3083403771","https://openalex.org/W3086590218","https://openalex.org/W3087391814","https://openalex.org/W3088889589","https://openalex.org/W3091635927","https://openalex.org/W3095273258","https://openalex.org/W3095611529","https://openalex.org/W3097205619","https://openalex.org/W3098488418","https://openalex.org/W3100779497","https://openalex.org/W3103802018","https://openalex.org/W3111512201","https://openalex.org/W3117599504","https://openalex.org/W3119097278","https://openalex.org/W3127299377","https://openalex.org/W3133785125","https://openalex.org/W3135590557","https://openalex.org/W3137174978","https://openalex.org/W3137605545","https://openalex.org/W3138597937","https://openalex.org/W3152031184","https://openalex.org/W3165018910","https://openalex.org/W3182336762","https://openalex.org/W3189326969","https://openalex.org/W3193107436","https://openalex.org/W3217790602","https://openalex.org/W4200343387","https://openalex.org/W6600050674","https://openalex.org/W6600212061","https://openalex.org/W6600266142","https://openalex.org/W6600297362","https://openalex.org/W6600599800","https://openalex.org/W6601076540","https://openalex.org/W6601867051","https://openalex.org/W6602046083","https://openalex.org/W6602820859","https://openalex.org/W6607415324","https://openalex.org/W6738706717"],"related_works":["https://openalex.org/W2992272656","https://openalex.org/W3127116184","https://openalex.org/W3119568444","https://openalex.org/W3183740812","https://openalex.org/W3131272286","https://openalex.org/W3103802018","https://openalex.org/W3086590218","https://openalex.org/W2519559515","https://openalex.org/W436718293","https://openalex.org/W1543000700","https://openalex.org/W10638957","https://openalex.org/W2185767396","https://openalex.org/W2021975491","https://openalex.org/W2566646499","https://openalex.org/W2271209846","https://openalex.org/W3013732567","https://openalex.org/W2159979243","https://openalex.org/W2899858997","https://openalex.org/W2053236806","https://openalex.org/W2969556982"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
