{"id":"https://openalex.org/W4285105485","doi":"https://doi.org/10.1007/978-3-030-96896-0_22","title":"Application of Federated Learning in Medical Imaging","display_name":"Application of Federated Learning in Medical Imaging","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285105485","doi":"https://doi.org/10.1007/978-3-030-96896-0_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-96896-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96896-0_22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Federated Learning","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/A5069189041","display_name":"Ehsan Degan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ehsan Degan","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026008142","display_name":"Shafiq Abedin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shafiq Abedin","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020179679","display_name":"David Beymer","orcid":"https://orcid.org/0000-0002-9491-4967"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Beymer","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086199762","display_name":"Angshuman Deb","orcid":"https://orcid.org/0000-0002-2614-4032"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angshuman Deb","raw_affiliation_strings":["IBM Watson Health Imaging, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health Imaging, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087068707","display_name":"Nathaniel Braman","orcid":"https://orcid.org/0000-0001-5603-0821"},"institutions":[{"id":"https://openalex.org/I4210114883","display_name":"Tempus Labs (United States)","ror":"https://ror.org/01gbymr57","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114883"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathaniel Braman","raw_affiliation_strings":["Tempus Labs, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Tempus Labs, Chicago, IL, USA","institution_ids":["https://openalex.org/I4210114883"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112532072","display_name":"Benedikt W. Graf","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benedikt Graf","raw_affiliation_strings":["IBM Watson Health Imaging, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Watson Health Imaging, Cambridge, MA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082917950","display_name":"Vandana Mukherjee","orcid":"https://orcid.org/0000-0002-8189-328X"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vandana Mukherjee","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069189041"],"corresponding_institution_ids":["https://openalex.org/I4210085935"],"apc_list":null,"apc_paid":null,"fwci":1.0286,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77566889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"483","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9965000152587891,"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":0.9965000152587891,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9930999875068665,"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/T10862","display_name":"AI in cancer detection","score":0.9900000095367432,"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":0.6619330644607544},{"id":"https://openalex.org/keywords/dicom","display_name":"DICOM","score":0.6180539727210999},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6172587275505066},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6165749430656433},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5888256430625916},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5795654058456421},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5377715826034546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5093389749526978},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47997474670410156},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4615727663040161},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3970065712928772},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18815594911575317},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12088516354560852},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11357036232948303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619330644607544},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.6180539727210999},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6172587275505066},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6165749430656433},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5888256430625916},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5795654058456421},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5377715826034546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5093389749526978},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47997474670410156},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4615727663040161},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3970065712928772},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18815594911575317},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12088516354560852},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11357036232948303},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-96896-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96896-0_22","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Federated Learning","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1213336605","https://openalex.org/W1503059119","https://openalex.org/W1561210893","https://openalex.org/W1592091620","https://openalex.org/W1964181473","https://openalex.org/W1994003549","https://openalex.org/W1999743573","https://openalex.org/W2035824774","https://openalex.org/W2080915836","https://openalex.org/W2087882308","https://openalex.org/W2093114008","https://openalex.org/W2117539524","https://openalex.org/W2132437395","https://openalex.org/W2144179996","https://openalex.org/W2284893374","https://openalex.org/W2340367584","https://openalex.org/W2624634633","https://openalex.org/W2805105351","https://openalex.org/W2889846360","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963466845","https://openalex.org/W2990170027","https://openalex.org/W2991791649","https://openalex.org/W2995225687","https://openalex.org/W2997422821","https://openalex.org/W4288860568","https://openalex.org/W6903494891"],"related_works":["https://openalex.org/W4312200629","https://openalex.org/W4223943233","https://openalex.org/W4312831135","https://openalex.org/W3102474308","https://openalex.org/W3123344745","https://openalex.org/W4297820521","https://openalex.org/W3207301485","https://openalex.org/W4312184895","https://openalex.org/W4297991792","https://openalex.org/W2030231573"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
