{"id":"https://openalex.org/W2061576204","doi":"https://doi.org/10.1109/jsyst.2013.2271540","title":"Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features","display_name":"Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features","publication_year":2013,"publication_date":"2013-07-29","ids":{"openalex":"https://openalex.org/W2061576204","doi":"https://doi.org/10.1109/jsyst.2013.2271540","mag":"2061576204"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2013.2271540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2013.2271540","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","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/A5018897159","display_name":"Catarina Barata","orcid":"https://orcid.org/0000-0002-2852-7723"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Catarina Barata","raw_affiliation_strings":["Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089414967","display_name":"Margarida Ruela","orcid":null},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Margarida Ruela","raw_affiliation_strings":["Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025829819","display_name":"Mariana Francisco","orcid":"https://orcid.org/0000-0002-9161-2074"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Mariana Francisco","raw_affiliation_strings":["Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027560360","display_name":"Teresa Mendon\u00e7a","orcid":"https://orcid.org/0000-0001-7539-7549"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Teresa Mendonca","raw_affiliation_strings":["Faculdade de Ci\u00eancias, Universidade do Porto, Porto, Portugal","[Faculdade de Ciencias, Universidade do Porto, Porto, Portugal]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculdade de Ci\u00eancias, Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"[Faculdade de Ciencias, Universidade do Porto, Porto, Portugal]","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071738210","display_name":"Jorge S. Marques","orcid":"https://orcid.org/0000-0002-3800-7756"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jorge S. Marques","raw_affiliation_strings":["Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Systems and Robotics, Instituto Superior T\u00e9cnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210166615","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Institute for Systems and Robotics , Instituto Superior Tecnico, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.1016,"has_fulltext":false,"cited_by_count":453,"citation_normalized_percentile":{"value":0.98711428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":"3","first_page":"965","last_page":"979"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9983999729156494,"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":0.9983999729156494,"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/T11144","display_name":"melanin and skin pigmentation","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9577000141143799,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7901716232299805},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7686445116996765},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6507640480995178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5835164785385132},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5610501766204834},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45519813895225525},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4283854365348816},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.41284823417663574},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4104790985584259},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20766031742095947},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15604117512702942}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7901716232299805},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7686445116996765},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6507640480995178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5835164785385132},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5610501766204834},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45519813895225525},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4283854365348816},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.41284823417663574},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4104790985584259},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20766031742095947},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15604117512702942}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsyst.2013.2271540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2013.2271540","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1484228140","https://openalex.org/W1490632837","https://openalex.org/W1820264760","https://openalex.org/W1964169080","https://openalex.org/W1988294241","https://openalex.org/W1988790447","https://openalex.org/W1991170197","https://openalex.org/W1995326640","https://openalex.org/W1996828958","https://openalex.org/W1997808866","https://openalex.org/W2009671025","https://openalex.org/W2017206151","https://openalex.org/W2017573959","https://openalex.org/W2023192386","https://openalex.org/W2024802846","https://openalex.org/W2039051707","https://openalex.org/W2044465660","https://openalex.org/W2049748121","https://openalex.org/W2060997616","https://openalex.org/W2072546899","https://openalex.org/W2075433722","https://openalex.org/W2078088780","https://openalex.org/W2083637160","https://openalex.org/W2083652081","https://openalex.org/W2096457735","https://openalex.org/W2098347925","https://openalex.org/W2108311143","https://openalex.org/W2112064175","https://openalex.org/W2120509399","https://openalex.org/W2128212537","https://openalex.org/W2131846894","https://openalex.org/W2134484996","https://openalex.org/W2138773742","https://openalex.org/W2139212933","https://openalex.org/W2141362318","https://openalex.org/W2141742651","https://openalex.org/W2142259554","https://openalex.org/W2143878596","https://openalex.org/W2144564014","https://openalex.org/W2151379841","https://openalex.org/W2152126928","https://openalex.org/W2152188843","https://openalex.org/W2152671973","https://openalex.org/W2154422044","https://openalex.org/W2155258183","https://openalex.org/W2159727956","https://openalex.org/W2162515926","https://openalex.org/W2162762921","https://openalex.org/W2162915993","https://openalex.org/W2164304065","https://openalex.org/W2169161117","https://openalex.org/W3097096317","https://openalex.org/W3142708931","https://openalex.org/W6684138402","https://openalex.org/W6792850617"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W2761785940","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926","https://openalex.org/W2134401318","https://openalex.org/W1555506570","https://openalex.org/W1966354130"],"abstract_inverted_index":{"Melanoma":[0],"is":[1,74,93,97],"one":[2],"of":[3,7,18,33,79,91,147],"the":[4,16,31,49,56,64,77],"deadliest":[5],"forms":[6],"cancer;":[8],"hence,":[9],"great":[10],"effort":[11],"has":[12],"been":[13],"put":[14],"into":[15],"development":[17],"diagnosis":[19],"methods":[20,43,111,126],"for":[21,30,67,124,135],"this":[22],"disease.":[23],"This":[24,59],"paper":[25,60],"addresses":[26],"two":[27],"different":[28],"systems":[29],"detection":[32],"melanomas":[34],"in":[35,84],"dermoscopy":[36,149],"images.":[37],"The":[38,71,138],"first":[39],"system":[40,51,66],"uses":[41,52],"global":[42,125],"to":[44,75],"classify":[45],"skin":[46,68],"lesions,":[47],"whereas":[48],"second":[50],"local":[53,136],"features":[54,83,92,101,104],"and":[55,81,87,108,120,131],"bag-of-features":[57],"classifier.":[58],"aims":[61],"at":[62],"determining":[63],"best":[65],"lesion":[69,85],"classification.":[70],"other":[72],"objective":[73],"compare":[76],"role":[78],"color":[80,100],"texture":[82,103],"classification":[86,139],"determine":[88],"which":[89],"set":[90,146],"more":[94],"discriminative.":[95],"It":[96],"concluded":[98],"that":[99,109],"outperform":[102],"when":[105],"used":[106],"alone":[107],"both":[110],"achieve":[112],"very":[113],"good":[114],"results,":[115],"i.e.,":[116],"Sensitivity":[117,128],"=":[118,122,129,133],"96%":[119],"Specificity":[121,132],"80%":[123],"against":[127],"100%":[130],"75%":[134],"methods.":[137],"results":[140],"were":[141],"obtained":[142],"on":[143],"a":[144],"data":[145],"176":[148],"images":[150],"from":[151],"Hospital":[152],"Pedro":[153],"Hispano,":[154],"Matosinhos.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":39},{"year":2023,"cited_by_count":43},{"year":2022,"cited_by_count":47},{"year":2021,"cited_by_count":46},{"year":2020,"cited_by_count":47},{"year":2019,"cited_by_count":50},{"year":2018,"cited_by_count":44},{"year":2017,"cited_by_count":31},{"year":2016,"cited_by_count":31},{"year":2015,"cited_by_count":22},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}