{"id":"https://openalex.org/W4308553718","doi":"https://doi.org/10.1109/jbhi.2022.3220430","title":"Knowledge Sharing for Pulmonary Nodule Detection in Medical Cyber-Physical Systems","display_name":"Knowledge Sharing for Pulmonary Nodule Detection in Medical Cyber-Physical Systems","publication_year":2022,"publication_date":"2022-11-08","ids":{"openalex":"https://openalex.org/W4308553718","doi":"https://doi.org/10.1109/jbhi.2022.3220430","pmid":"https://pubmed.ncbi.nlm.nih.gov/36346863"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3220430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3220430","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5103022754","display_name":"Hongbo Zhu","orcid":"https://orcid.org/0000-0003-4467-5811"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China","School of Computer Science and Engineering, Northeastern Univerity, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-4467-5811","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern Univerity, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["Department of Information and Communication System, Hohai University, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6921-7369","affiliations":[{"raw_affiliation_string":"Department of Information and Communication System, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036758801","display_name":"Jianxia Hou","orcid":"https://orcid.org/0000-0003-2414-0895"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210132950","display_name":"Stomatology Hospital","ror":"https://ror.org/041yj5753","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210132950"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxia Hou","raw_affiliation_strings":["Department of Periodontology, Peking University and Hospital of Stomatology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2414-0895","affiliations":[{"raw_affiliation_string":"Department of Periodontology, Peking University and Hospital of Stomatology, Beijing, China","institution_ids":["https://openalex.org/I4210132950","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085375813","display_name":"Xiangliang Liu","orcid":"https://orcid.org/0000-0002-2282-3265"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangliang Liu","raw_affiliation_strings":["School of information Science and Engineering, Shenyang Ligong University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of information Science and Engineering, Shenyang Ligong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049672871","display_name":"Yue Ma","orcid":"https://orcid.org/0000-0001-8115-5204"},"institutions":[{"id":"https://openalex.org/I4210161255","display_name":"Liaoning Cancer Hospital & Institute","ror":"https://ror.org/05d659s21","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161255"]},{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Ma","raw_affiliation_strings":["Department of Gynecology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gynecology, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China","institution_ids":["https://openalex.org/I4210161255","https://openalex.org/I91656880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6561,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7428678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"27","issue":"2","first_page":"625","last_page":"635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9980999827384949,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.7877979278564453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5045009851455688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4256017208099365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3768273591995239}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7877979278564453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5045009851455688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4256017208099365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3768273591995239}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3220430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3220430","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:36346863","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36346863","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G6556520757","display_name":null,"funder_award_id":"62102272","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1566256432","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1965468410","https://openalex.org/W1988117153","https://openalex.org/W1992122542","https://openalex.org/W2003191742","https://openalex.org/W2078014989","https://openalex.org/W2105478370","https://openalex.org/W2127334500","https://openalex.org/W2129403502","https://openalex.org/W2132737349","https://openalex.org/W2137798983","https://openalex.org/W2153482625","https://openalex.org/W2155662634","https://openalex.org/W2234650031","https://openalex.org/W2237167366","https://openalex.org/W2253429366","https://openalex.org/W2283463896","https://openalex.org/W2322371438","https://openalex.org/W2520732917","https://openalex.org/W2524399695","https://openalex.org/W2553191729","https://openalex.org/W2569197105","https://openalex.org/W2584017349","https://openalex.org/W2618530766","https://openalex.org/W2626997132","https://openalex.org/W2733946950","https://openalex.org/W2766353760","https://openalex.org/W2792705209","https://openalex.org/W2801761047","https://openalex.org/W2806695489","https://openalex.org/W2807006176","https://openalex.org/W2897230576","https://openalex.org/W2901602620","https://openalex.org/W2902094809","https://openalex.org/W2912348842","https://openalex.org/W2939645724","https://openalex.org/W2963626105","https://openalex.org/W2979637109","https://openalex.org/W2980831059","https://openalex.org/W2986413680","https://openalex.org/W2996290406","https://openalex.org/W2996862638","https://openalex.org/W3015788359","https://openalex.org/W3018464563","https://openalex.org/W3105950366","https://openalex.org/W4213441629","https://openalex.org/W4288088683","https://openalex.org/W4289147263","https://openalex.org/W6639824700","https://openalex.org/W6679393576","https://openalex.org/W6695838908","https://openalex.org/W6752029299","https://openalex.org/W6756436328","https://openalex.org/W6756710675","https://openalex.org/W6768735801","https://openalex.org/W6769527090","https://openalex.org/W6770046221"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"With":[0],"the":[1,12,25,45,54,67,118,129,138,149,152,155,159,163,168,187,209,218,224],"rapid":[2],"development":[3],"of":[4,14,24,30,47,57,121,148,208,223,227],"edge":[5],"intelligence":[6],"(EI)":[7],"and":[8,41,59,78,132,201],"machine":[9],"learning":[10],"(ML),":[11],"applications":[13],"Cyber-Physical":[15],"Systems":[16],"(CPS)":[17],"have":[18],"been":[19,62],"discovered":[20],"in":[21,44,76],"all":[22,167],"aspects":[23],"life":[26],"world.":[27],"As":[28],"one":[29],"its":[31,133],"most":[32,222],"essential":[33],"branches,":[34],"Medical":[35],"CPS":[36],"(MCPS)":[37],"determines":[38],"human":[39],"health":[40],"medical":[42],"treatment":[43],"Internet":[46],"Everything":[48],"(IOE)":[49],"era.":[50],"Knowledge":[51],"sharing":[52,200],"is":[53,104],"critical":[55],"point":[56],"MCPS":[58,77],"has":[60],"also":[61],"humanity's":[63],"best":[64],"dream":[65],"through":[66],"ages.":[68],"This":[69],"paper":[70],"explores":[71],"a":[72,80,86,107,111,142,171,183],"novel":[73],"knowledge-sharing":[74],"model":[75],"takes":[79],"pulmonary":[81,228],"nodule":[82,229],"detection":[83,184,219],"task":[84],"as":[85,170],"significant":[87],"case":[88],"for":[89,114,135,166,173,221],"building":[90],"an":[91,125,192],"Unet-based":[92],"mask":[93,116],"generator.":[94],"A":[95],"Classification-guided":[96],"Module":[97],"(CGM)-based":[98],"discriminator":[99],"with":[100,146],"knowledge":[101,136],"from":[102,117,151],"EMRs":[103,150],"set":[105],"against":[106],"generator":[108],"to":[109,161],"offer":[110],"promising":[112],"result":[113],"each":[115],"inexperienced":[119],"participant":[120],"federated":[122,130],"ML.":[123],"After":[124],"iterative":[126],"communication":[127],"between":[128],"server":[131],"clients":[134,169],"sharing,":[137],"segmented":[139],"sub-image":[140],"owns":[141],"coincident":[143],"attribute":[144],"distribution":[145,165],"that":[147],"experts.":[153],"Besides,":[154],"adversarial":[156],"network":[157],"augment":[158],"data":[160,164,179,199],"normalize":[162],"remission":[172],"none":[174],"independent":[175],"identically":[176],"distributed":[177],"(non-IID)":[178],"problem.":[180],"We":[181],"implement":[182],"framework":[185,214],"on":[186,198],"simulated":[188],"EI":[189],"environment":[190],"following":[191],"existing":[193,225],"adaptive":[194],"synchronization":[195],"strategy":[196],"based":[197],"median":[202],"loss":[203],"function.":[204],"On":[205],"1304":[206],"scans":[207],"merged":[210],"dataset,":[211],"our":[212],"proposed":[213],"can":[215],"help":[216],"boost":[217],"performance":[220],"methods":[226],"detection.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}