{"id":"https://openalex.org/W4206583284","doi":"https://doi.org/10.1109/idaacs53288.2021.9660950","title":"Melanoma Detection Using Two Neural Networks. A Comparison Study","display_name":"Melanoma Detection Using Two Neural Networks. A Comparison Study","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W4206583284","doi":"https://doi.org/10.1109/idaacs53288.2021.9660950"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs53288.2021.9660950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs53288.2021.9660950","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050266514","display_name":"Hakan Meva","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Hakan Meva","raw_affiliation_strings":["University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044811337","display_name":"Dan Popescu","orcid":"https://orcid.org/0000-0002-1883-0091"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dan Popescu","raw_affiliation_strings":["University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067604275","display_name":"Loretta Ichim","orcid":"https://orcid.org/0000-0002-7465-3958"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Loretta Ichim","raw_affiliation_strings":["University POLITEHNICA of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University POLITEHNICA of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43802145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"673","last_page":"678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9531000256538391,"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/T13869","display_name":"Ocular and Laser Science Research","score":0.9059000015258789,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.772026002407074},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6920742392539978},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.6727408170700073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5948371887207031},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.48516517877578735},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4526578485965729},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41768568754196167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35494256019592285},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1243002712726593},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08387976884841919},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.0707089900970459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06661152839660645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772026002407074},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6920742392539978},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.6727408170700073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5948371887207031},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.48516517877578735},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4526578485965729},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41768568754196167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35494256019592285},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1243002712726593},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08387976884841919},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0707089900970459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06661152839660645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs53288.2021.9660950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs53288.2021.9660950","pdf_url":null,"source":{"id":"https://openalex.org/S4363607971","display_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1544539327","https://openalex.org/W2097117768","https://openalex.org/W2183341477","https://openalex.org/W2794825826","https://openalex.org/W2891595725","https://openalex.org/W2910567234","https://openalex.org/W2963163009","https://openalex.org/W3018821700","https://openalex.org/W3022365663","https://openalex.org/W3080354987","https://openalex.org/W3102785203","https://openalex.org/W4297775537","https://openalex.org/W4398702121","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W1991879524","https://openalex.org/W2171435634","https://openalex.org/W2066581032","https://openalex.org/W2079364398","https://openalex.org/W2079772486","https://openalex.org/W4248678482","https://openalex.org/W2124622370","https://openalex.org/W3129818825","https://openalex.org/W2468522164","https://openalex.org/W4220823109"],"abstract_inverted_index":{"If":[0],"not":[1],"detected":[2],"and":[3,33,36,41,55],"treated":[4],"in":[5,31],"time,":[6],"melanoma":[7,32],"is":[8],"one":[9],"of":[10,21,28,53],"the":[11,26,42,51],"most":[12],"dangerous":[13],"skin":[14,29],"cancers.":[15],"This":[16],"article":[17],"analyzes":[18],"two":[19],"models":[20],"neural":[22],"networks,":[23],"adapted":[24],"for":[25,47,61],"classification":[27],"lesions":[30],"nonmelanoma:":[34],"InceptionV3":[35],"MobileNetV2.":[37],"Transfer":[38],"learning":[39],"methods":[40],"HAM10000":[43],"database":[44],"were":[45,59],"used":[46],"learning.":[48],"Finally,":[49],"from":[50],"analysis":[52],"statistical":[54],"time":[56],"performance,":[57],"recommendations":[58],"made":[60],"computer":[62],"or":[63],"mobile":[64],"applications.":[65]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}