{"id":"https://openalex.org/W4304789258","doi":"https://doi.org/10.1007/978-3-031-18461-1_13","title":"A Two-Stage Federated Transfer Learning Framework in\u00a0Medical Images Classification on\u00a0Limited Data: A COVID-19 Case Study","display_name":"A Two-Stage Federated Transfer Learning Framework in\u00a0Medical Images Classification on\u00a0Limited Data: A COVID-19 Case Study","publication_year":2022,"publication_date":"2022-10-12","ids":{"openalex":"https://openalex.org/W4304789258","doi":"https://doi.org/10.1007/978-3-031-18461-1_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-18461-1_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18461-1_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5021569384","display_name":"Alexandros Shikun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexandros Shikun Zhang","raw_affiliation_strings":["Department of Computer Science, New Mexico State University, Las Cruces, NM, 88005, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, New Mexico State University, Las Cruces, NM, 88005, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074358656","display_name":"Naomi Fengqi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102697","display_name":"Lasen (United States)","ror":"https://ror.org/017k1wy04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210102697"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naomi Fengqi Li","raw_affiliation_strings":["Las Cruces, NM, 88005, USA"],"affiliations":[{"raw_affiliation_string":"Las Cruces, NM, 88005, USA","institution_ids":["https://openalex.org/I4210102697"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021569384"],"corresponding_institution_ids":["https://openalex.org/I10052268"],"apc_list":null,"apc_paid":null,"fwci":2.7721,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91126825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.993399977684021,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9915000200271606,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.8216385841369629},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8198443651199341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7929303050041199},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.737343430519104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6504932641983032},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6398690342903137},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5917916297912598},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5512241125106812},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.48091766238212585},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.46402508020401},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3630078136920929},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08293589949607849}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.8216385841369629},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8198443651199341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7929303050041199},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.737343430519104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6504932641983032},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6398690342903137},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5917916297912598},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5512241125106812},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.48091766238212585},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.46402508020401},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3630078136920929},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08293589949607849},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-18461-1_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-18461-1_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1980698266","https://openalex.org/W1995341919","https://openalex.org/W2112796928","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2248239756","https://openalex.org/W2311857205","https://openalex.org/W2345106543","https://openalex.org/W2395579298","https://openalex.org/W2533800772","https://openalex.org/W2592929672","https://openalex.org/W2606915180","https://openalex.org/W2788633781","https://openalex.org/W2807535595","https://openalex.org/W2910152480","https://openalex.org/W2913570153","https://openalex.org/W2918257301","https://openalex.org/W2943166903","https://openalex.org/W2945946775","https://openalex.org/W2962788286","https://openalex.org/W2982092517","https://openalex.org/W3006110666","https://openalex.org/W3006792870","https://openalex.org/W3007497549","https://openalex.org/W3013277995","https://openalex.org/W3013507463","https://openalex.org/W3025471795","https://openalex.org/W3028231159","https://openalex.org/W3033130830","https://openalex.org/W3040075864","https://openalex.org/W3040660552","https://openalex.org/W3041914065","https://openalex.org/W3042405885","https://openalex.org/W3049131298","https://openalex.org/W3081584056","https://openalex.org/W3087524292","https://openalex.org/W3091282141","https://openalex.org/W3097211536","https://openalex.org/W3099561884","https://openalex.org/W3099905444","https://openalex.org/W3101606529","https://openalex.org/W3106027361","https://openalex.org/W3120327591","https://openalex.org/W3122794187","https://openalex.org/W3125080855","https://openalex.org/W3126486492","https://openalex.org/W3126875379","https://openalex.org/W3127299377","https://openalex.org/W3131666147","https://openalex.org/W3132227677","https://openalex.org/W3135057764","https://openalex.org/W3138795569","https://openalex.org/W3138985726","https://openalex.org/W3158677053","https://openalex.org/W3159381686","https://openalex.org/W3163893137","https://openalex.org/W3165429597","https://openalex.org/W3168997536","https://openalex.org/W3170900500","https://openalex.org/W3183916646","https://openalex.org/W3199912286","https://openalex.org/W3200840849","https://openalex.org/W3205110188","https://openalex.org/W3211185929","https://openalex.org/W4255421341"],"related_works":["https://openalex.org/W3099765033","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3183901164","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W3167935049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}