{"id":"https://openalex.org/W4396759272","doi":"https://doi.org/10.1109/icdcot61034.2024.10515674","title":"A Multilabel Dermatologic Classification and Interpretability Study for Small Samples and Extremely Unbalanced Classes","display_name":"A Multilabel Dermatologic Classification and Interpretability Study for Small Samples and Extremely Unbalanced Classes","publication_year":2024,"publication_date":"2024-03-15","ids":{"openalex":"https://openalex.org/W4396759272","doi":"https://doi.org/10.1109/icdcot61034.2024.10515674"},"language":"en","primary_location":{"id":"doi:10.1109/icdcot61034.2024.10515674","doi":"https://doi.org/10.1109/icdcot61034.2024.10515674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icdcot61034.2024.10515674","pdf_url":null,"source":{"id":"https://openalex.org/S7407096953","display_name":"International Conference on Distributed Computing and Optimization Techniques (ICDCOT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5101458700","display_name":"Jia-Wei Tang","orcid":"https://orcid.org/0009-0003-5828-5627","observed_orcids":["https://orcid.org/0009-0003-5828-5627"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Tang","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Normal University Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Normal University Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067784030","display_name":"Lifen Jiang","orcid":"https://orcid.org/0000-0002-1546-8189","observed_orcids":["https://orcid.org/0000-0002-1546-8189"]},"institutions":[{"id":"https://openalex.org/I3130859241","display_name":"Yili Normal University","ror":"https://ror.org/019htgm96","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130859241"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lifen Jiang","raw_affiliation_strings":["Khorgos Business School Yili Normal University Xinjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khorgos Business School Yili Normal University Xinjiang, China","institution_ids":["https://openalex.org/I3130859241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028369209","display_name":"Fengbo Zheng","orcid":"https://orcid.org/0000-0001-5902-0186","observed_orcids":["https://orcid.org/0000-0001-5902-0186"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengbo Zheng","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Normal University Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Normal University Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048606460","display_name":"Xiu Zhang","orcid":"https://orcid.org/0009-0005-9567-4466","observed_orcids":["https://orcid.org/0009-0005-9567-4466"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiu Zhang","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Normal University Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Normal University Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026787386","display_name":"Haoyu Guo","orcid":"https://orcid.org/0000-0002-5109-329X","observed_orcids":["https://orcid.org/0000-0002-5109-329X"]},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Guo","raw_affiliation_strings":["College of Computer and Information Engineering Tianjin Normal University Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering Tianjin Normal University Tianjin, China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107943801","display_name":"Bowei Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405281123","display_name":"Tianjin Urban Construction Management & Vocation Technology College","ror":"https://ror.org/03x0j3m16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405281123"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowei Chen","raw_affiliation_strings":["College of Information Management Tianjin Urban Construction Management and Vocation Technology College Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Management Tianjin Urban Construction Management and Vocation Technology College Tianjin, China","institution_ids":["https://openalex.org/I4405281123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7937,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73539207,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9854000210762024,"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":0.9854000210762024,"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":0.013299999758601189,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/melanoma-diagnosis","display_name":"melanoma diagnosis","score":0.968999981880188},{"id":"https://openalex.org/keywords/dermoscopy","display_name":"dermoscopy","score":0.8610000014305115},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8759999871253967},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"multi-label classification","score":0.8629999756813049},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.9700000286102295},{"id":"https://openalex.org/keywords/small-sample-learning","display_name":"small sample learning","score":0.6240000128746033},{"id":"https://openalex.org/keywords/explainable-deep-learning","display_name":"explainable deep learning","score":0.8009999990463257},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.875},{"id":"https://openalex.org/keywords/feature-fusion","display_name":"feature fusion","score":0.6520000100135803}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9308947324752808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6969714164733887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6838748455047607},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6028623580932617},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5785813927650452},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5753976702690125},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.4741106629371643},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42418789863586426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4166775047779083},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdcot61034.2024.10515674","doi":"https://doi.org/10.1109/icdcot61034.2024.10515674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icdcot61034.2024.10515674","pdf_url":null,"source":{"id":"https://openalex.org/S7407096953","display_name":"International Conference on Distributed Computing and Optimization Techniques (ICDCOT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2003834444","https://openalex.org/W2016173422","https://openalex.org/W2017573959","https://openalex.org/W2096457735","https://openalex.org/W2731099719","https://openalex.org/W2751777443","https://openalex.org/W2797527544","https://openalex.org/W2803679599","https://openalex.org/W2892053105","https://openalex.org/W2892933850","https://openalex.org/W2916845318","https://openalex.org/W2922703796","https://openalex.org/W2998538103","https://openalex.org/W3004572460","https://openalex.org/W3008320599","https://openalex.org/W3037346646","https://openalex.org/W3119375862","https://openalex.org/W3181257433","https://openalex.org/W3196396697","https://openalex.org/W4207034821","https://openalex.org/W4310153619","https://openalex.org/W4313680901","https://openalex.org/W4318677174","https://openalex.org/W4388820144"],"related_works":["https://openalex.org/W7213661189","https://openalex.org/W7221357745","https://openalex.org/W4220785415","https://openalex.org/W7133511777","https://openalex.org/W4417249176","https://openalex.org/W7130402537","https://openalex.org/W4417290392","https://openalex.org/W7129410045","https://openalex.org/W7161273409","https://openalex.org/W7160160045"],"abstract_inverted_index":{"Early":[0],"diagnosis":[1,34],"of":[2,50,57,85,105,138],"melanoma":[3,51,71],"is":[4],"important":[5],"for":[6,20,70,101],"patient":[7],"care,":[8],"but":[9],"dermatologists":[10],"are":[11,44],"struggling":[12],"to":[13,30,46,61,72,114],"keep":[14],"up":[15],"with":[16,66,119],"the":[17,48,54,102,109,116,132,136],"increasing":[18],"demand":[19],"skin":[21],"disease":[22],"care.":[23],"Computer-aided":[24],"diagnostic":[25,80,96],"techniques":[26,43],"can":[27],"be":[28],"used":[29],"assist":[31],"physicians":[32],"in":[33,148],"using":[35],"non-invasive":[36],"dermoscopy.":[37],"In":[38],"this":[39],"thesis,":[40],"deep":[41,78,139],"learning":[42,79,92,140],"utilized":[45],"improve":[47],"speed":[49],"diagnosis,":[52,118],"alleviate":[53],"low":[55],"accuracy":[56,122],"dermatology":[58],"datasets":[59],"due":[60],"class":[62,88],"imbalance,":[63],"and":[64,95,107,111,144],"combine":[65],"a":[67],"7-point":[68],"checklist":[69],"propose":[73],"an":[74,120],"end-to-end,":[75],"multi-task,":[76],"interpretable":[77],"model.":[81],"The":[82,127],"model":[83,133],"consists":[84],"three":[86],"parts:":[87],"balancing":[89],"module,":[90,94],"course":[91],"fusion":[93],"decoder,":[97],"which":[98],"makes":[99],"scores":[100,110],"7":[103],"features":[104,113],"melanoma,":[106],"combines":[108],"image":[112],"make":[115],"final":[117],"average":[121],"as":[123,125],"high":[124],"74.43%.":[126],"experimental":[128],"results":[129],"show":[130],"that":[131],"effectively":[134],"improves":[135],"interpretability":[137],"while":[141],"ensuring":[142],"accuracy,":[143],"analyzes":[145],"its":[146],"advantages":[147],"practical":[149],"applications.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-05-09T00:00:00"}