{"id":"https://openalex.org/W3157148855","doi":"https://doi.org/10.1109/access.2021.3076533","title":"Skin Lesion Classification by Multi-View Filtered Transfer Learning","display_name":"Skin Lesion Classification by Multi-View Filtered Transfer Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3157148855","doi":"https://doi.org/10.1109/access.2021.3076533","mag":"3157148855"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3076533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3076533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09418995.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09418995.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048137655","display_name":"Jianxiao Bian","orcid":"https://orcid.org/0000-0002-3734-2632"},"institutions":[{"id":"https://openalex.org/I3132882781","display_name":"Longdong University","ror":"https://ror.org/03wcn4h12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3132882781"]},{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianxiao Bian","raw_affiliation_strings":["School of Mechanical Engineering, Longdong University, Qingyang, China","Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China","Shaanxi Key Laboratory of Non-Traditional Machining, Xi'an Technological University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-3734-2632","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Longdong University, Qingyang, China","institution_ids":["https://openalex.org/I3132882781"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Non-Traditional Machining, Xi\u2019an Technological University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210110558"]},{"raw_affiliation_string":"Shaanxi Key Laboratory of Non-Traditional Machining, Xi'an Technological University, Xi'an, China","institution_ids":["https://openalex.org/I4210110558"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Song Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I4210116869","display_name":"Affiliated Hospital of Qingdao University","ror":"https://ror.org/026e9yy16","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116869"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Zhang","raw_affiliation_strings":["The Affiliated Hospital of Qingdao University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Affiliated Hospital of Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I4210116869"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571534","display_name":"Shaoqiang Wang","orcid":"https://orcid.org/0000-0002-7539-5970"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqiang Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, China University of Petroleum (East of China), Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, China University of Petroleum (East of China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101666329","display_name":"Jianrui Zhang","orcid":"https://orcid.org/0000-0003-3042-0527"},"institutions":[{"id":"https://openalex.org/I3132882781","display_name":"Longdong University","ror":"https://ror.org/03wcn4h12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3132882781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianrui Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Longdong University, Qingyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Longdong University, Qingyang, China","institution_ids":["https://openalex.org/I3132882781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004653178","display_name":"Jinchang Guo","orcid":"https://orcid.org/0000-0001-7060-9485"},"institutions":[{"id":"https://openalex.org/I3132882781","display_name":"Longdong University","ror":"https://ror.org/03wcn4h12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3132882781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinchang Guo","raw_affiliation_strings":["School of Mechanical Engineering, Longdong University, Qingyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Longdong University, Qingyang, China","institution_ids":["https://openalex.org/I3132882781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048137655"],"corresponding_institution_ids":["https://openalex.org/I3132882781","https://openalex.org/I4210110558"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.7104,"has_fulltext":true,"cited_by_count":47,"citation_normalized_percentile":{"value":0.92807666,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"66052","last_page":"66061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.9934999942779541,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.6775325536727905},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5872898101806641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5450641512870789},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4256681799888611},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32334965467453003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6775325536727905},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5872898101806641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5450641512870789},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4256681799888611},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32334965467453003}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3076533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3076533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09418995.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:20bf3f1abeb14c6b83cd2b16cfbfe42b","is_oa":true,"landing_page_url":"https://doaj.org/article/20bf3f1abeb14c6b83cd2b16cfbfe42b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 66052-66061 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3076533","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3076533","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09418995.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1039429847","display_name":null,"funder_award_id":"20JR5RA483","funder_id":"https://openalex.org/F4320336616","funder_display_name":"Science and Technology Program of Gansu Province"},{"id":"https://openalex.org/G2023378750","display_name":null,"funder_award_id":"XYBY1905","funder_id":"https://openalex.org/F4320329179","funder_display_name":"Longdong University"},{"id":"https://openalex.org/G6471363829","display_name":null,"funder_award_id":"21JR1RM340","funder_id":"https://openalex.org/F4320334993","funder_display_name":"Key Science and Technology Foundation of Gansu Province"}],"funders":[{"id":"https://openalex.org/F4320329179","display_name":"Longdong University","ror":"https://ror.org/03wcn4h12"},{"id":"https://openalex.org/F4320334993","display_name":"Key Science and Technology Foundation of Gansu Province","ror":null},{"id":"https://openalex.org/F4320336616","display_name":"Science and Technology Program of Gansu Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3157148855.pdf","grobid_xml":"https://content.openalex.org/works/W3157148855.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1916279783","https://openalex.org/W1996828958","https://openalex.org/W2017405438","https://openalex.org/W2023191766","https://openalex.org/W2040600853","https://openalex.org/W2073556702","https://openalex.org/W2081527131","https://openalex.org/W2099471712","https://openalex.org/W2100111947","https://openalex.org/W2104094955","https://openalex.org/W2163352848","https://openalex.org/W2194775991","https://openalex.org/W2581082771","https://openalex.org/W2594893939","https://openalex.org/W2602631755","https://openalex.org/W2604384166","https://openalex.org/W2752782242","https://openalex.org/W2811092297","https://openalex.org/W2899425762","https://openalex.org/W2914959431","https://openalex.org/W2943964494","https://openalex.org/W2946122943","https://openalex.org/W2955547856","https://openalex.org/W2963031596","https://openalex.org/W2963420686","https://openalex.org/W2963495494","https://openalex.org/W2963946669","https://openalex.org/W2976700284","https://openalex.org/W2989794148","https://openalex.org/W2990042794","https://openalex.org/W2994880724","https://openalex.org/W3012614932","https://openalex.org/W3018638193","https://openalex.org/W3036106244","https://openalex.org/W3036365526","https://openalex.org/W3037436903","https://openalex.org/W3037865380","https://openalex.org/W3038540011","https://openalex.org/W3041507802","https://openalex.org/W3042980549","https://openalex.org/W3085376891","https://openalex.org/W3085562408","https://openalex.org/W3085719542","https://openalex.org/W3096799072","https://openalex.org/W3102785203","https://openalex.org/W3159263575","https://openalex.org/W6735381419","https://openalex.org/W6735782011","https://openalex.org/W6780150402","https://openalex.org/W6783478483","https://openalex.org/W6786394082"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,8],"is":[2,45],"one":[3],"of":[4,13,54,78,152,160],"the":[5,20,62,76,110,150,153,158],"most":[6],"deadly":[7],"types":[9],"with":[10,75,102,121,146],"considerable":[11],"number":[12],"patients.":[14],"Image":[15],"analysis":[16],"has":[17],"largely":[18,60],"improved":[19],"automated":[21,41],"diagnosis":[22],"accuracy":[23],"for":[24,40,70,112],"malignant":[25],"melanoma":[26],"and":[27,85,141,149],"other":[28],"pigmented":[29],"skin":[30,42,71,130],"lesions,":[31],"compared":[32],"to":[33,93],"unaided":[34],"visual":[35],"examination.":[36],"Recent":[37],"popular":[38],"solution":[39],"lesion":[43,72,131],"classification":[44,73,132,144],"using":[46],"deep":[47],"neural":[48],"networks,":[49],"trained":[50],"from":[51,81,98,125],"large":[52],"amounts":[53],"professional":[55],"annotated":[56],"data,":[57],"but":[58],"that":[59],"limits":[61],"model\u2019s":[63],"scalability.":[64],"This":[65,106],"paper":[66],"exploits":[67],"transfer":[68,90,165],"learning":[69,91,166],"task":[74],"help":[77],"labeled":[79],"data":[80],"another":[82],"domain":[83],"(source),":[84],"proposes":[86],"a":[87],"multi-view":[88,163],"filtered":[89,164],"network":[92],"strongly":[94],"represent":[95],"discriminative":[96],"information":[97],"different":[99],"image":[100],"views":[101],"reasonable":[103],"weighing":[104],"strategy.":[105],"method":[107,136],"also":[108,156],"evaluates":[109],"importance":[111],"each":[113],"source":[114,126],"images,":[115],"which":[116],"can":[117,137],"learn":[118],"useful":[119],"knowledge":[120],"neglecting":[122],"negative":[123],"samples":[124],"domain.":[127],"The":[128],"extensive":[129],"experiments":[133],"demonstrate":[134],"our":[135,161],"effectively":[138],"solve":[139],"Melanoma":[140],"Seborrheic":[142],"Keratosis":[143],"tasks":[145],"outstanding":[147],"extensibility,":[148],"discussion":[151],"major":[154],"components":[155],"testifies":[157],"improvements":[159],"proposed":[162],"approach.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
