{"id":"https://openalex.org/W4401362430","doi":"https://doi.org/10.1109/mocast61810.2024.10615645","title":"Computer-Aided Classification of Skin Cancer based on the YOLO Algorithm","display_name":"Computer-Aided Classification of Skin Cancer based on the YOLO Algorithm","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4401362430","doi":"https://doi.org/10.1109/mocast61810.2024.10615645"},"language":"en","primary_location":{"id":"doi:10.1109/mocast61810.2024.10615645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast61810.2024.10615645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"},"type":"article","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/A5028897690","display_name":"Rodrigue B. Tchema","orcid":"https://orcid.org/0000-0003-3755-5440"},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Rodrigue Bogne Tchema","raw_affiliation_strings":["University of Nicosia,Department of Engineering,Nicosia,Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nicosia,Department of Engineering,Nicosia,Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061069760","display_name":"Marios Nestoros","orcid":"https://orcid.org/0000-0002-2343-4771"},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Marios Nestoros","raw_affiliation_strings":["University of Nicosia,Department of Engineering,Nicosia,Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nicosia,Department of Engineering,Nicosia,Cyprus","institution_ids":["https://openalex.org/I17389662"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049039650","display_name":"Anastasis C. Polycarpou","orcid":"https://orcid.org/0000-0003-2639-6157"},"institutions":[{"id":"https://openalex.org/I17389662","display_name":"University of Nicosia","ror":"https://ror.org/04v18t651","country_code":"CY","type":"education","lineage":["https://openalex.org/I17389662"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Anastasis C. Polycarpou","raw_affiliation_strings":["University of Nicosia,Department of Engineering,Nicosia,Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nicosia,Department of Engineering,Nicosia,Cyprus","institution_ids":["https://openalex.org/I17389662"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17389662"],"apc_list":null,"apc_paid":null,"fwci":0.5972,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72894625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9957000017166138,"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":0.9957000017166138,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9954000115394592,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9369999766349792,"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/computer-science","display_name":"Computer science","score":0.6425001621246338},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.444886714220047},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4230259656906128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3956054151058197},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12539604306221008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425001621246338},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.444886714220047},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4230259656906128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3956054151058197},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12539604306221008},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mocast61810.2024.10615645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast61810.2024.10615645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2002507614","https://openalex.org/W2581082771","https://openalex.org/W2788686457","https://openalex.org/W2921785317","https://openalex.org/W4226020510","https://openalex.org/W4301664583","https://openalex.org/W4307511304","https://openalex.org/W4386076325"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,11],"is":[2,100],"considered":[3],"to":[4,35,126],"be":[5,19],"the":[6,14,44,72,79,109,132,141],"most":[7,52],"common":[8],"type":[9],"of":[10,47,55,74,82,85,117,136],"worldwide.":[12],"Nonetheless,":[13],"corresponding":[15],"death":[16],"rate":[17],"can":[18,41],"considerably":[20],"reduced":[21],"with":[22,114],"early":[23,45],"detection":[24],"and":[25,65,139,149],"classification.":[26],"Massive":[27],"efforts":[28],"have":[29],"been":[30],"made":[31],"in":[32,43,124,131],"recent":[33],"years":[34],"build":[36],"machine":[37],"learning":[38],"algorithms":[39],"that":[40],"aid":[42],"identification":[46],"skin":[48,56],"cancer.":[49,86],"The":[50],"three":[51],"prevalent":[53],"forms":[54],"lesions":[57],"-":[58,70],"melanoma":[59],"(MEL),":[60],"squamous":[61],"cell":[62,67],"carcinoma":[63,68],"(SCC),":[64],"basal":[66],"(BCC)":[69],"are":[71,144],"subject":[73],"our":[75],"paper's":[76],"effort":[77],"on":[78],"accurate":[80],"classification":[81],"these":[83],"types":[84],"To":[87],"achieve":[88],"this,":[89],"YOLO,":[90,113],"version":[91],"7":[92],"(v7),":[93],"a":[94,115],"convolution":[95],"neural":[96],"network":[97],"(CNN)":[98],"architecture,":[99],"implemented":[101],"through":[102],"transfer":[103],"learning.":[104],"After":[105],"completing":[106],"data":[107],"augmentation,":[108],"results":[110],"obtained":[111],"by":[112],"total":[116],"2792":[118],"training":[119],"samples,":[120],"demonstrate":[121],"superior":[122],"performance":[123],"comparison":[125],"previously":[127],"published":[128],"research":[129],"works":[130],"literature.":[133],"In":[134],"terms":[135],"accuracy,":[137],"sensitivity,":[138],"specificity,":[140],"average":[142],"values":[143],"89.65":[145],"%,":[146,148,151],"85":[147],"91.90":[150],"respectively.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}