{"id":"https://openalex.org/W4399053514","doi":"https://doi.org/10.4114/intartif.vol27iss74pp102-116","title":"Binary Classification of Skin Cancer Images Using Pre-trained Networks with I-GWO","display_name":"Binary Classification of Skin Cancer Images Using Pre-trained Networks with I-GWO","publication_year":2024,"publication_date":"2024-05-26","ids":{"openalex":"https://openalex.org/W4399053514","doi":"https://doi.org/10.4114/intartif.vol27iss74pp102-116"},"language":"en","primary_location":{"id":"doi:10.4114/intartif.vol27iss74pp102-116","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol27iss74pp102-116","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/1411/226","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.iberamia.org/index.php/intartif/article/download/1411/226","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069461710","display_name":"Hadeer Hussein","orcid":null},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Hadeer Hussein","raw_affiliation_strings":["Suez Canal University, Ismailia, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012007159","display_name":"Ahmed Magdy","orcid":"https://orcid.org/0000-0003-2565-5778"},"institutions":[{"id":"https://openalex.org/I114794399","display_name":"Suez Canal University","ror":"https://ror.org/02m82p074","country_code":"EG","type":"education","lineage":["https://openalex.org/I114794399"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Magdy","raw_affiliation_strings":["Suez Canal University, Ismailia, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Suez Canal University, Ismailia, Egypt","institution_ids":["https://openalex.org/I114794399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101803201","display_name":"Rehab F. Abdel\u2010Kader","orcid":"https://orcid.org/0000-0001-6039-3764"},"institutions":[{"id":"https://openalex.org/I88017793","display_name":"Port Said University","ror":"https://ror.org/01vx5yq44","country_code":"EG","type":"education","lineage":["https://openalex.org/I88017793"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Rehab F. Abdel-Kader","raw_affiliation_strings":["Port said University, Port said, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Port said University, Port said, Egypt","institution_ids":["https://openalex.org/I88017793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111008428","display_name":"Khaled Abd El Salam","orcid":null},"institutions":[{"id":"https://openalex.org/I154632036","display_name":"Misr University for Science and Technology","ror":"https://ror.org/05debfq75","country_code":"EG","type":"education","lineage":["https://openalex.org/I154632036"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Khaled Abd El Salam","raw_affiliation_strings":["Misr University for Science and Technology, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr University for Science and Technology, Egypt","institution_ids":["https://openalex.org/I154632036"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069461710"],"corresponding_institution_ids":["https://openalex.org/I114794399"],"apc_list":null,"apc_paid":null,"fwci":0.7813,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74776231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"27","issue":"74","first_page":"102","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9886000156402588,"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":0.9886000156402588,"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":0.947700023651123,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5113153457641602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4757387638092041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3624035716056824},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34265467524528503}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5113153457641602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4757387638092041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3624035716056824},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34265467524528503}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4114/intartif.vol27iss74pp102-116","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol27iss74pp102-116","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/1411/226","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e8e75807171b4ba886f44efa3cc75002","is_oa":true,"landing_page_url":"https://doaj.org/article/e8e75807171b4ba886f44efa3cc75002","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":"Inteligencia Artificial, Vol 27, Iss 74 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.4114/intartif.vol27iss74pp102-116","is_oa":true,"landing_page_url":"https://doi.org/10.4114/intartif.vol27iss74pp102-116","pdf_url":"https://journal.iberamia.org/index.php/intartif/article/download/1411/226","source":{"id":"https://openalex.org/S4210203986","display_name":"INTELIGENCIA ARTIFICIAL","issn_l":"1137-3601","issn":["1137-3601","1988-3064"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321681","host_organization_name":"Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial","host_organization_lineage":["https://openalex.org/P4310321681"],"host_organization_lineage_names":["Asociaci\u00f3n Espa\u00f1ola para la Inteligencia Artificial"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Inteligencia Artificial","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399053514.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1985382330","https://openalex.org/W1998451602","https://openalex.org/W2002507614","https://openalex.org/W2061438946","https://openalex.org/W2119277951","https://openalex.org/W2168362376","https://openalex.org/W2176950688","https://openalex.org/W2190746225","https://openalex.org/W2411420082","https://openalex.org/W2581082771","https://openalex.org/W2724359148","https://openalex.org/W2803327664","https://openalex.org/W2998401283","https://openalex.org/W2999400655","https://openalex.org/W3006300626","https://openalex.org/W3087652231","https://openalex.org/W3093389643","https://openalex.org/W3106205758","https://openalex.org/W3158076558","https://openalex.org/W3167434454","https://openalex.org/W3192524955","https://openalex.org/W3195373382","https://openalex.org/W3198659451","https://openalex.org/W3203753109","https://openalex.org/W4200120391","https://openalex.org/W4205895239","https://openalex.org/W4206055728","https://openalex.org/W4224297054","https://openalex.org/W4284898519","https://openalex.org/W4284969485","https://openalex.org/W4384159585","https://openalex.org/W4386231448","https://openalex.org/W4387954170"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"One":[0],"of":[1,6,19,34,61,73,95],"the":[2,56,111,119,128,133],"most":[3],"prevalent":[4],"forms":[5],"cancer":[7],"worldwide":[8],"is":[9,25,85],"skin":[10,20,62,77],"cancer.":[11,63,78],"Determining":[12],"disease":[13],"characteristics":[14],"necessitates":[15],"a":[16,32,49,67],"clinical":[17],"evaluation":[18],"lesions,":[21],"but":[22],"this":[23,88],"process":[24],"limited":[26],"by":[27],"long":[28],"time":[29],"horizons":[30],"and":[31,58,108,121,130,141],"multiplicity":[33],"interpretations.":[35],"Deep":[36],"learning":[37,99],"techniques":[38],"have":[39],"been":[40],"created":[41],"to":[42,90,101],"help":[43],"dermatologists":[44],"with":[45],"these":[46],"issues":[47],"as":[48],"higher":[50],"patient":[51],"survival":[52],"rate":[53],"depends":[54],"on":[55],"early":[57],"precise":[59],"detection":[60],"This":[64],"research":[65],"proposed":[66,134],"new":[68],"approach":[69],"for":[70,76],"binary":[71],"classification":[72],"dermoscopic":[74],"images":[75],"The":[79],"Improved":[80],"Grey":[81],"Wolf":[82],"Optimizer":[83],"(I-GWO)":[84],"used":[86],"in":[87,124],"technique":[89],"fine-tune":[91],"some":[92],"hyperparameters\u2019":[93],"values":[94],"various":[96],"pre-trained":[97,112],"deep":[98],"networks":[100,113],"maximize":[102],"results.":[103],"SqueezeNet,":[104],"ShuffleNet,":[105],"AlexNet,":[106],"ResNet-18,":[107],"DarkNet-19":[109],"are":[110,139],"that":[114],"were":[115],"employed.":[116],"We":[117],"tested":[118],"MED-NODE":[120,129],"DermIS":[122,131],"databases":[123],"our":[125],"investigation.":[126],"Concerning":[127],"datasets,":[132],"method's":[135],"highest":[136],"accuracy":[137],"results":[138],"100%":[140],"97%,":[142],"respectively.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
