{"id":"https://openalex.org/W4385811819","doi":"https://doi.org/10.3390/s23167134","title":"A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images","display_name":"A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images","publication_year":2023,"publication_date":"2023-08-12","ids":{"openalex":"https://openalex.org/W4385811819","doi":"https://doi.org/10.3390/s23167134","pmid":"https://pubmed.ncbi.nlm.nih.gov/37631672"},"language":"en","primary_location":{"id":"doi:10.3390/s23167134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167134","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7134/pdf?version=1691824528","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/16/7134/pdf?version=1691824528","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070424624","display_name":"Luis Mu\u00f1oz-Saavedra","orcid":"https://orcid.org/0000-0002-4368-3791"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Mu\u00f1oz-Saavedra","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4368-3791","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016483296","display_name":"Elena Escobar-Linero","orcid":"https://orcid.org/0000-0001-8789-6476"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Elena Escobar-Linero","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8789-6476","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032509854","display_name":"Javier Civit-Masot","orcid":"https://orcid.org/0000-0003-3306-3537"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Civit-Masot","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3306-3537","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085965353","display_name":"Francisco Luna-Perej\u00f3n","orcid":"https://orcid.org/0000-0002-4352-8759"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Luna-Perej\u00f3n","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4352-8759","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ant\u00f3n Civit","orcid":"https://orcid.org/0000-0001-8733-1811"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ant\u00f3n Civit","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8733-1811","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022059582","display_name":"Manuel Dom\u00ednguez-Morales","orcid":"https://orcid.org/0000-0001-5669-9111"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel Dom\u00ednguez-Morales","raw_affiliation_strings":["Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5669-9111","affiliations":[{"raw_affiliation_string":"Architecture and Computer Technology Department (ATC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]},{"raw_affiliation_string":"Robotics and Technology of Computers Lab (RTC), E.T.S. Ingenier\u00eda Inform\u00e1tica, Universidad de Sevilla, 41012 Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022059582"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":2.9468,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91412742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"23","issue":"16","first_page":"7134","last_page":"7134"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11767","display_name":"Poxvirus research and outbreaks","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11767","display_name":"Poxvirus research and outbreaks","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9909999966621399,"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/monkeypox","display_name":"Monkeypox","score":0.9883780479431152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6351426839828491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6215882301330566},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6082209348678589},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4939280152320862},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39962607622146606},{"id":"https://openalex.org/keywords/vaccinia","display_name":"Vaccinia","score":0.08441537618637085}],"concepts":[{"id":"https://openalex.org/C2778011067","wikidata":"https://www.wikidata.org/wiki/Q382370","display_name":"Monkeypox","level":5,"score":0.9883780479431152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6351426839828491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6215882301330566},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6082209348678589},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4939280152320862},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39962607622146606},{"id":"https://openalex.org/C2781356689","wikidata":"https://www.wikidata.org/wiki/Q1986297","display_name":"Vaccinia","level":4,"score":0.08441537618637085},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C40767141","wikidata":"https://www.wikidata.org/wiki/Q285697","display_name":"Recombinant DNA","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D045908","descriptor_name":"Mpox (monkeypox)","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D045908","descriptor_name":"Mpox, Monkeypox","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D045908","descriptor_name":"Mpox (monkeypox)","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D045908","descriptor_name":"Mpox, Monkeypox","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23167134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167134","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7134/pdf?version=1691824528","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37631672","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37631672","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10459252","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10459252","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10459252/pdf/sensors-23-07134.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c0bfc1ca28e646ff9db3a99c85681d78","is_oa":true,"landing_page_url":"https://doaj.org/article/c0bfc1ca28e646ff9db3a99c85681d78","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":"Sensors, Vol 23, Iss 16, p 7134 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/16/7134/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23167134","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 16; Pages: 7134","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23167134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167134","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7134/pdf?version=1691824528","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385811819.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2170505850","https://openalex.org/W2596043126","https://openalex.org/W2766597844","https://openalex.org/W2934741040","https://openalex.org/W2955425717","https://openalex.org/W2962858109","https://openalex.org/W2963163009","https://openalex.org/W3005864656","https://openalex.org/W3026201473","https://openalex.org/W3036319923","https://openalex.org/W3036552116","https://openalex.org/W3041378136","https://openalex.org/W3071682211","https://openalex.org/W3083913352","https://openalex.org/W3107766008","https://openalex.org/W3118741877","https://openalex.org/W3125526866","https://openalex.org/W3127012327","https://openalex.org/W3184320749","https://openalex.org/W3198276338","https://openalex.org/W3198525581","https://openalex.org/W4211264657","https://openalex.org/W4220666486","https://openalex.org/W4289517144","https://openalex.org/W4295016021","https://openalex.org/W4312105496","https://openalex.org/W6687483927","https://openalex.org/W6762718338","https://openalex.org/W6777391586"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3181746755","https://openalex.org/W2521062615","https://openalex.org/W4287776258","https://openalex.org/W3027997911","https://openalex.org/W2767651786","https://openalex.org/W3021430260","https://openalex.org/W2912288872","https://openalex.org/W564581980"],"abstract_inverted_index":{"Monkeypox":[0],"is":[1,20,176,188,237],"a":[2,8,25,69,80,137,231],"smallpox-like":[3],"disease":[4],"that":[5,181],"was":[6],"declared":[7],"global":[9],"health":[10],"emergency":[11],"in":[12,62,88,126,145,159,204,234],"July":[13],"2022.":[14],"Because":[15],"of":[16,37,68,73,79,105,117,139,142,164,193,207,218],"this":[17,38,47,63,175],"resemblance,":[18],"it":[19],"not":[21],"easy":[22],"to":[23,34,51,90,168,190,213],"distinguish":[24,92],"monkeypox":[26,74,93,118],"rash":[27],"from":[28,95],"other":[29,99,121],"similar":[30],"diseases;":[31,100],"however,":[32],"due":[33],"the":[35,66,77,103,140,143,160,177,191,198,200,205],"novelty":[36],"disease,":[39],"there":[40],"are":[41,60,133],"no":[42],"widely":[43],"used":[44,155,167],"databases":[45,128],"for":[46,109,172],"purpose":[48],"with":[49,135,228],"which":[50],"develop":[52],"image-based":[53],"classification":[54,81,235],"algorithms.":[55],"Therefore,":[56],"three":[57,219],"significant":[58],"contributions":[59],"proposed":[61],"work:":[64],"first,":[65],"development":[67,78],"publicly":[70],"available":[71],"dataset":[72],"images;":[75],"second,":[76],"system":[82],"based":[83],"on":[84],"convolutional":[85],"neural":[86],"networks":[87,220],"order":[89],"automatically":[91],"marks":[94],"those":[96],"produced":[97],"by":[98],"and,":[101,158],"finally,":[102],"use":[104],"explainable":[106,183],"AI":[107,184],"tools":[108],"ensemble":[110,194,217],"networks.":[111,195],"For":[112,148],"point":[113,149,173],"1,":[114],"free":[115],"images":[116],"cases":[119],"and":[120,129,211,223],"diseases":[122],"have":[123],"been":[124],"searched":[125],"government":[127],"processed":[130],"until":[131],"we":[132],"left":[134],"only":[136],"section":[138],"skin":[141],"patients":[144],"each":[146],"case.":[147],"2,":[150],"various":[151],"pre-trained":[152,209],"models":[153],"were":[154,166],"as":[156],"classifiers":[157],"second":[161],"instance,":[162],"combinations":[163],"these":[165,226],"form":[169],"ensembles.":[170],"And,":[171],"3,":[174],"first":[178],"documented":[179],"time":[180],"an":[182,216],"technique":[185],"(like":[186],"GradCAM)":[187],"applied":[189],"results":[192,227],"Among":[196],"all":[197],"tests,":[199],"accuracy":[201,236],"reaches":[202],"93%":[203],"case":[206],"single":[208],"networks,":[210],"up":[212],"98%":[214],"using":[215],"(ResNet50,":[221],"EfficientNetB0,":[222],"MobileNetV2).":[224],"Comparing":[225],"previous":[229],"work,":[230],"substantial":[232],"improvement":[233],"observed.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
