{"id":"https://openalex.org/W4283389868","doi":"https://doi.org/10.13053/cys-26-1-4176","title":"Automatic Classification of Images with Skin Cancer Using Artificial Intelligence","display_name":"Automatic Classification of Images with Skin Cancer Using Artificial Intelligence","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W4283389868","doi":"https://doi.org/10.13053/cys-26-1-4176"},"language":"es","primary_location":{"id":"doi:10.13053/cys-26-1-4176","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-26-1-4176","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","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/A5047840836","display_name":"Israel Gayt\u00e1n-Campos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Israel Gayt\u00e1n-Campos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086180464","display_name":"Wendy Morales-Castro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wendy Morales-Castro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010959531","display_name":"Bel\u00e9m Priego S\u00e1nchez","orcid":"https://orcid.org/0000-0003-3439-1081"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Belem Priego-S\u00e1nchez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076650739","display_name":"E. Fitz-Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-9212-8719"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Efren Fitz-Rodr\u00edguez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030185432","display_name":"Rafael Guzm\u00e1n-Cabrera","orcid":"https://orcid.org/0000-0002-9320-7021"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael Guzm\u00e1n-Cabrera","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.312,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58379481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"26","issue":"1","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":0.9787999987602234,"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":0.9787999987602234,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7481763958930969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7030726671218872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6406494379043579},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5648726224899292},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5530303120613098},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.53486567735672},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5176532864570618},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4601894021034241},{"id":"https://openalex.org/keywords/one-class-classification","display_name":"One-class classification","score":0.414895623922348},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3853303790092468},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.33392053842544556},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3055354356765747},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.24630561470985413},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19203871488571167},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15908175706863403}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7481763958930969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7030726671218872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6406494379043579},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5648726224899292},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5530303120613098},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.53486567735672},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5176532864570618},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4601894021034241},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.414895623922348},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3853303790092468},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.33392053842544556},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3055354356765747},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.24630561470985413},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19203871488571167},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15908175706863403},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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:10.13053/cys-26-1-4176","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-26-1-4176","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899307613","https://openalex.org/W1966592431","https://openalex.org/W2997394683","https://openalex.org/W2353388427","https://openalex.org/W2391959412","https://openalex.org/W2148258325","https://openalex.org/W1577137544","https://openalex.org/W2942382086","https://openalex.org/W2974852952","https://openalex.org/W4283389868"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,38,145],"is":[2,12,39,102],"the":[3,9,49,66,81,85,88,105,132,136,196,199],"most":[4],"common":[5],"malignant":[6],"neoplasty":[7],"in":[8,20],"world,":[10],"it":[11],"a":[13,108,168],"public":[14],"health":[15],"problem,":[16],"which":[17],"has":[18],"increased":[19],"recent":[21],"years":[22],"due":[23],"to":[24,35,79,103,116,131,156,167,172,194],"environmental":[25],"changes,":[26],"different":[27,175,184],"lifestyles,":[28],"sun":[29],"exposure,":[30],"among":[31],"others.":[32],"One":[33],"way":[34],"detect":[36],"skin":[37,72,144],"by":[40],"analyzing":[41,44],"medical":[42,69],"images,":[43],"these":[45],"images":[46,70,86,164],"can":[47],"get":[48],"detection":[50],"of":[51,68,71,84,99,107,110,120,135,140,143,170,180,198],"any":[52],"abnormalities.":[53],"In":[54],"this":[55,100],"paper,":[56],"several":[57],"block":[58],"programming":[59],"models":[60],"are":[61,87],"implemented":[62],"with":[63],"classifiers":[64],"for":[65,91],"recognition":[67],"cancer.":[73],"Preprocessing,":[74],"manipulation,":[75],"and":[76,124,152,182],"computer":[77],"vision":[78],"extract":[80],"relevant":[82],"characteristics":[83],"starting":[89],"point":[90],"obtaining":[92],"appropriate":[93],"classification":[94,111,125,133,176,185],"values.":[95],"The":[96,163,189],"main":[97],"objective":[98],"project":[101],"perform":[104],"analysis":[106],"set":[109,169],"techniques,":[112],"as":[113,115],"well":[114],"verify":[117],"that":[118],"combination":[119],"image":[121],"processing":[122],"operations":[123],"tools":[126],"provide":[127],"better":[128],"performance":[129],"compared":[130],"values":[134],"original":[137],"images.":[138,162],"Images":[139],"three":[141],"kinds":[142],"type":[146],"were":[147,165,187],"used:":[148],"melanocytic":[149],"nevi,":[150],"melanoma,":[151],"benign":[153],"lesions":[154],"similar":[155],"keratosis.":[157],"Each":[158],"category":[159],"contains":[160],"200":[161],"subjected":[166],"filters,":[171],"later":[173],"use":[174],"algorithms.":[177],"6":[178],"types":[179],"filters":[181],"5":[183],"techniques":[186],"implemented.":[188],"results":[190],"obtained":[191],"allow":[192],"us":[193],"see":[195],"feasibility":[197],"proposed":[200],"method.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
