{"id":"https://openalex.org/W2935239754","doi":"https://doi.org/10.14569/ijacsa.2019.0100353","title":"Classification of Melanoma Skin Cancer using Convolutional Neural Network","display_name":"Classification of Melanoma Skin Cancer using Convolutional Neural Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2935239754","doi":"https://doi.org/10.14569/ijacsa.2019.0100353","mag":"2935239754"},"language":"en","primary_location":{"id":"doi:10.14569/ijacsa.2019.0100353","doi":"https://doi.org/10.14569/ijacsa.2019.0100353","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100353","pdf_url":"http://thesai.org/Downloads/Volume10No3/Paper_53-Classification_of_Melanoma_Skin_Cancer.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://thesai.org/Downloads/Volume10No3/Paper_53-Classification_of_Melanoma_Skin_Cancer.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015479196","display_name":"Rina Refianti","orcid":"https://orcid.org/0000-0003-4389-5476","observed_orcids":["https://orcid.org/0000-0003-4389-5476"]},"institutions":[{"id":"https://openalex.org/I4210087516","display_name":"Gunadarma University","ror":"https://ror.org/0028q1g19","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210087516"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rina Refianti","raw_affiliation_strings":["Faculty of Computer Science and Information Technology , Gunadarma University Jl. Margonda Raya No. 100 , Depok 16424 , Jawa Barat","Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology , Gunadarma University Jl. Margonda Raya No. 100 , Depok 16424 , Jawa Barat","institution_ids":["https://openalex.org/I4210087516"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat","institution_ids":["https://openalex.org/I4210087516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008172199","display_name":"Achmad Benny Mutiara","orcid":"https://orcid.org/0000-0003-0220-8289","observed_orcids":["https://orcid.org/0000-0003-0220-8289"]},"institutions":[{"id":"https://openalex.org/I4210087516","display_name":"Gunadarma University","ror":"https://ror.org/0028q1g19","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210087516"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Achmad Benny","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat","institution_ids":["https://openalex.org/I4210087516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053532889","display_name":"Rachmadinna Poetri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210087516","display_name":"Gunadarma University","ror":"https://ror.org/0028q1g19","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210087516"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rachmadinna Poetri","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Gunadarma University Jl. Margonda Raya No. 100, Depok 16424, Jawa Barat","institution_ids":["https://openalex.org/I4210087516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210087516"],"apc_list":null,"apc_paid":null,"fwci":2.4475,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.90709136,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"10","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9175000190734863,"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":0.9175000190734863,"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":0.07989999651908875,"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":0.0005000000237487257,"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","display_name":"melanoma","score":0.9330000281333923},{"id":"https://openalex.org/keywords/skin-cancer-classification","display_name":"skin cancer classification","score":0.8289999961853027},{"id":"https://openalex.org/keywords/dermoscopic-images","display_name":"dermoscopic images","score":0.9589999914169312},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.8100000023841858},{"id":"https://openalex.org/keywords/lenet-5","display_name":"LeNet-5","score":0.8510000109672546},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8849999904632568},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.5529999732971191},{"id":"https://openalex.org/keywords/melanoma-detection","display_name":"melanoma detection","score":0.5230000019073486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140682578086853},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.7323554158210754},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7148376107215881},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6772533059120178},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.5989484786987305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5892940163612366},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4553253650665283},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37055033445358276},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3330889344215393},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1968957483768463},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.08000653982162476},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14569/ijacsa.2019.0100353","doi":"https://doi.org/10.14569/ijacsa.2019.0100353","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100353","pdf_url":"http://thesai.org/Downloads/Volume10No3/Paper_53-Classification_of_Melanoma_Skin_Cancer.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.14569/ijacsa.2019.0100353","doi":"https://doi.org/10.14569/ijacsa.2019.0100353","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100353","pdf_url":"http://thesai.org/Downloads/Volume10No3/Paper_53-Classification_of_Melanoma_Skin_Cancer.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9391000270843506}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7699999809265137}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2935239754.pdf","grobid_xml":"https://content.openalex.org/works/W2935239754.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W34239198","https://openalex.org/W2154579312","https://openalex.org/W2581082771","https://openalex.org/W2891595725","https://openalex.org/W2919115771","https://openalex.org/W4205947740"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3185137224","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Melanoma":[0,23],"cancer":[1,7,21,59],"is":[2,9,86,104],"a":[3,100,122,168],"type":[4],"of":[5,19,52,57,67,74,111,128,171,179,192,196],"skin":[6,20,53],"and":[8,77,114,137,150,173,185,199,210],"the":[10,17,50,68,72,109,117,164,176,190],"most":[11,18],"dangerous":[12],"one":[13],"because":[14],"it":[15,79,94],"causes":[16],"deaths.":[22],"comes":[24],"from":[25,163],"melanocyte":[26],"cells,":[27,29],"melanin-producing":[28],"so":[30],"that":[31,48,92],"melanomas":[32],"are":[33,40,60],"generally":[34],"brown":[35],"or":[36],"black":[37],"coloured.":[38],"Melanomas":[39],"mostly":[41],"caused":[42],"by":[43,64,89],"exposure":[44],"to":[45,106,115],"ultraviolet":[46],"radiation":[47],"damages":[49],"DNA":[51],"cells.":[54],"The":[55,126,157],"diagnoses":[56],"melanoma":[58],"often":[61],"performed":[62],"manually":[63],"using":[65,159,206],"visuals":[66],"skilled":[69],"doctors,":[70],"analyzing":[71],"result":[73],"dermoscopy":[75,112],"examination":[76,113],"match":[78],"with":[80,121,132,145,167],"medical":[81],"sciences.":[82],"Manual":[83],"detection":[84],"weakness":[85],"highly":[87],"influenced":[88],"human":[90],"subjectivity":[91],"makes":[93],"inconsistent":[95],"in":[96,183,187],"certain":[97],"conditions.":[98],"Therefore,":[99],"computer":[101],"assisted":[102],"technology":[103,144],"needed":[105],"help":[107],"classifying":[108,154],"results":[110,118,166],"deduce":[116],"more":[119],"accurately":[120],"relatively":[123],"faster":[124],"time.":[125],"making":[127],"this":[129],"application":[130,140,203],"starts":[131],"problem":[133],"analysis,":[134],"design,":[135],"implementation,":[136],"testing.":[138],"This":[139,202],"uses":[141],"deep":[142],"learning":[143],"Convolutional":[146],"Neural":[147],"Network":[148],"method":[149],"LeNet-5":[151],"architecture":[152],"for":[153],"image":[155],"data.":[156],"experiment":[158],"44":[160],"images":[161,198],"data":[162,194],"training":[165,172,184,193],"different":[169],"number":[170,191],"epoch":[174],"resulted":[175],"highest":[177],"percentage":[178],"success":[180],"at":[181],"93%":[182],"100%":[186],"testing,":[188],"which":[189],"used":[195],"176":[197],"100":[200],"epochs.":[201],"was":[204],"created":[205],"Python":[207],"programming":[208],"language":[209],"Keras":[211],"library":[212],"as":[213],"Tensorflow":[214],"back-end.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}