{"id":"https://openalex.org/W2885874495","doi":"https://doi.org/10.1007/s11042-018-6404-8","title":"ABCD rule and pre-trained CNNs for melanoma diagnosis","display_name":"ABCD rule and pre-trained CNNs for melanoma diagnosis","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2885874495","doi":"https://doi.org/10.1007/s11042-018-6404-8","mag":"2885874495"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-018-6404-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-018-6404-8","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5023502669","display_name":"Nayara Moura","orcid":null},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Nayara Moura","raw_affiliation_strings":["Federal University of Piau\u00ed, Teresina, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Teresina, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005236232","display_name":"Rodrigo Veras","orcid":"https://orcid.org/0000-0001-8180-4032"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodrigo Veras","raw_affiliation_strings":["Federal University of Piau\u00ed, Teresina, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Teresina, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080600223","display_name":"Kelson Aires","orcid":"https://orcid.org/0000-0002-3938-5089"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Kelson Aires","raw_affiliation_strings":["Federal University of Piau\u00ed, Teresina, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Teresina, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052544532","display_name":"Vin\u00edcius Ponte Machado","orcid":"https://orcid.org/0000-0003-3391-8443"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vin\u00edcius Machado","raw_affiliation_strings":["Federal University of Piau\u00ed, Teresina, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Teresina, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028793428","display_name":"Romuere Silva","orcid":"https://orcid.org/0000-0002-7163-7469"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Romuere Silva","raw_affiliation_strings":["Federal University of Piau\u00ed, Picos, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Picos, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072240451","display_name":"Fl\u00e1vio H. D. Ara\u00fajo","orcid":"https://orcid.org/0000-0003-2824-2645"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio Ara\u00fajo","raw_affiliation_strings":["Federal University of Piau\u00ed, Picos, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Picos, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112460892","display_name":"Ma\u00edla Claro","orcid":null},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ma\u00edla Claro","raw_affiliation_strings":["Federal University of Piau\u00ed, Teresina, PI, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed, Teresina, PI, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5023502669"],"corresponding_institution_ids":["https://openalex.org/I3121799822"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.2334,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.83164959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"78","issue":"6","first_page":"6869","last_page":"6888"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9958999752998352,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9799000024795532,"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":0.8131687641143799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6732680201530457},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.6382642984390259},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6274410486221313},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.609411358833313},{"id":"https://openalex.org/keywords/melanoma-diagnosis","display_name":"Melanoma diagnosis","score":0.571611762046814},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5676162242889404},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5622990131378174},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5537343621253967},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5208969116210938},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4623711109161377},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.42857295274734497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.38893258571624756},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2889651358127594},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.22518077492713928},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15315082669258118},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14977982640266418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8131687641143799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6732680201530457},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.6382642984390259},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6274410486221313},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.609411358833313},{"id":"https://openalex.org/C2991914496","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma diagnosis","level":3,"score":0.571611762046814},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5676162242889404},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5622990131378174},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5537343621253967},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5208969116210938},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4623711109161377},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.42857295274734497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.38893258571624756},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2889651358127594},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.22518077492713928},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15315082669258118},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14977982640266418},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-018-6404-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-018-6404-8","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W127492317","https://openalex.org/W181107242","https://openalex.org/W1523879065","https://openalex.org/W1686810756","https://openalex.org/W1845661282","https://openalex.org/W1966566478","https://openalex.org/W1967320885","https://openalex.org/W1988445395","https://openalex.org/W2003304826","https://openalex.org/W2006607153","https://openalex.org/W2039051707","https://openalex.org/W2044465660","https://openalex.org/W2061253660","https://openalex.org/W2068720048","https://openalex.org/W2076045951","https://openalex.org/W2104492732","https://openalex.org/W2116504721","https://openalex.org/W2119821739","https://openalex.org/W2133990480","https://openalex.org/W2155893237","https://openalex.org/W2160220161","https://openalex.org/W2161588624","https://openalex.org/W2161969291","https://openalex.org/W2164777277","https://openalex.org/W2180648740","https://openalex.org/W2304851783","https://openalex.org/W2346062110","https://openalex.org/W2385915143","https://openalex.org/W2404812871","https://openalex.org/W2415325494","https://openalex.org/W2559785631","https://openalex.org/W2561675875","https://openalex.org/W2754586266","https://openalex.org/W2758007480","https://openalex.org/W2766736793","https://openalex.org/W2788663687","https://openalex.org/W2801148351","https://openalex.org/W2911964244","https://openalex.org/W2963173190","https://openalex.org/W3021881821","https://openalex.org/W4256561644","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4323355870","https://openalex.org/W3165493969","https://openalex.org/W3185137224","https://openalex.org/W4251634118","https://openalex.org/W4379260075","https://openalex.org/W4285104889","https://openalex.org/W4377970787","https://openalex.org/W4360585222","https://openalex.org/W4245346948","https://openalex.org/W3212315493"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}