{"id":"https://openalex.org/W2293157060","doi":"https://doi.org/10.1109/embc.2015.7320056","title":"Pigment network-based skin cancer detection","display_name":"Pigment network-based skin cancer detection","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2293157060","doi":"https://doi.org/10.1109/embc.2015.7320056","mag":"2293157060","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737956"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7320056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7320056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5045167702","display_name":"Naser Alfed","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Naser Alfed","raw_affiliation_strings":["Electrical and Electronic Engineering, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041241660","display_name":"Fouad Khelifi","orcid":"https://orcid.org/0000-0001-7413-0025"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Fouad Khelifi","raw_affiliation_strings":["Electrical and Electronic Engineering, Yonsei University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Electronic Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033623398","display_name":"Ahmed Bouridane","orcid":"https://orcid.org/0000-0002-1474-2772"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ahmed Bouridane","raw_affiliation_strings":["SK Hynix, Icheon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SK Hynix, Icheon, Korea","institution_ids":["https://openalex.org/I134353371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057405456","display_name":"H\u00fcseyin \u015eeker","orcid":"https://orcid.org/0000-0002-1255-9552"},"institutions":[{"id":"https://openalex.org/I134353371","display_name":"SK Group (South Korea)","ror":"https://ror.org/03696td91","country_code":"KR","type":"company","lineage":["https://openalex.org/I134353371"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Huseyin Seker","raw_affiliation_strings":["SK Hynix, Icheon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SK Hynix, Icheon, Korea","institution_ids":["https://openalex.org/I134353371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.5029,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.99019608,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"2015","issue":null,"first_page":"7214","last_page":"7217"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11013","display_name":"Skin Protection and Aging","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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":0.6913758516311646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6399531364440918},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.5800272822380066},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5136203169822693},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5120142102241516},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.49036502838134766},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.47881633043289185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40416955947875977},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35314953327178955},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1914525330066681},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07380586862564087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913758516311646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6399531364440918},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.5800272822380066},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5136203169822693},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5120142102241516},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.49036502838134766},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.47881633043289185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40416955947875977},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35314953327178955},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1914525330066681},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07380586862564087},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012880","descriptor_name":"Skin Pigmentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012880","descriptor_name":"Skin Pigmentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012880","descriptor_name":"Skin Pigmentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7320056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7320056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737956","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737956","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":"Journal Article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:39608","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/id/eprint/39608/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1970589949","https://openalex.org/W2023100860","https://openalex.org/W2058305271","https://openalex.org/W2061253660","https://openalex.org/W2078624105","https://openalex.org/W2083652081","https://openalex.org/W2092455934","https://openalex.org/W2134441062","https://openalex.org/W2142259554","https://openalex.org/W2152039796","https://openalex.org/W2162515926","https://openalex.org/W2188361141","https://openalex.org/W2534467061","https://openalex.org/W4251512373","https://openalex.org/W6686791365"],"related_works":["https://openalex.org/W4242329534","https://openalex.org/W2885487958","https://openalex.org/W2161255812","https://openalex.org/W4382790990","https://openalex.org/W2809448688","https://openalex.org/W4225262127","https://openalex.org/W4361856360","https://openalex.org/W2146868224","https://openalex.org/W4313456516","https://openalex.org/W3216187379"],"abstract_inverted_index":{"Diagnosing":[0],"skin":[1,31,60],"cancer":[2,61,91],"in":[3],"its":[4],"early":[5],"stages":[6],"is":[7,23],"a":[8,20,100],"challenging":[9],"task":[10],"for":[11,19,59,90],"dermatologists":[12],"given":[13],"the":[14,17,27,42,71,75,80,107,113],"fact":[15],"that":[16,70],"chance":[18],"patient's":[21],"survival":[22],"higher":[24],"and":[25,33,46,112],"hence":[26],"process":[28],"of":[29,74,102,106,115],"analyzing":[30],"images":[32,105],"making":[34],"decisions":[35],"should":[36],"be":[37,84],"time":[38],"efficient.":[39],"Therefore,":[40],"diagnosing":[41],"disease":[43],"using":[44],"automated":[45],"computerized":[47],"systems":[48],"has":[49,67,96],"nowadays":[50],"become":[51],"essential.":[52],"This":[53],"paper":[54],"proposes":[55],"an":[56],"efficient":[57,87],"system":[58,95],"detection":[62,120],"on":[63,99],"dermoscopic":[64,81,104],"images.":[65],"It":[66],"been":[68,97],"shown":[69,118],"statistical":[72],"characteristics":[73],"pigment":[76],"network,":[77],"extracted":[78],"from":[79],"image,":[82],"could":[83],"used":[85],"as":[86],"discriminating":[88],"features":[89],"detection.":[92],"The":[93],"proposed":[94],"assessed":[98],"dataset":[101],"200":[103],"`Hospital":[108],"Pedro":[109],"Hispano'":[110],"[1]":[111],"results":[114],"cross-validation":[116],"have":[117],"high":[119],"accuracy.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
