{"id":"https://openalex.org/W4206055728","doi":"https://doi.org/10.1007/s11517-021-02473-0","title":"InSiNet: a deep convolutional approach to skin cancer detection and segmentation","display_name":"InSiNet: a deep convolutional approach to skin cancer detection and segmentation","publication_year":2022,"publication_date":"2022-01-13","ids":{"openalex":"https://openalex.org/W4206055728","doi":"https://doi.org/10.1007/s11517-021-02473-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/35028864"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-021-02473-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02473-0","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","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/A5025856973","display_name":"Hatice \u00c7atal Reis","orcid":"https://orcid.org/0000-0003-2696-2446"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hatice Catal Reis","raw_affiliation_strings":["Department of Geomatics Engineering, Gumushane University, Gumushane, Turkey","Gumushane University, Gumushane, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-2696-2446","affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Gumushane University, Gumushane, Turkey","institution_ids":["https://openalex.org/I143914637"]},{"raw_affiliation_string":"Gumushane University, Gumushane, Turkey","institution_ids":["https://openalex.org/I143914637"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029392345","display_name":"Veysel Turk","orcid":"https://orcid.org/0000-0003-1250-0590"},"institutions":[{"id":"https://openalex.org/I80538482","display_name":"Harran University","ror":"https://ror.org/057qfs197","country_code":"TR","type":"education","lineage":["https://openalex.org/I80538482"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Veysel Turk","raw_affiliation_strings":["Department of Computer Engineering, University of Harran, Sanliurfa, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Harran, Sanliurfa, Turkey","institution_ids":["https://openalex.org/I80538482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003580485","display_name":"Kourosh Khoshelham","orcid":"https://orcid.org/0000-0001-6639-1727"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Kourosh Khoshelham","raw_affiliation_strings":["Department of Infrastructure Engineering, University of Melbourne, Melbourne, Vic, 3052, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Infrastructure Engineering, University of Melbourne, Melbourne, Vic, 3052, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051823553","display_name":"Serhat Kaya","orcid":"https://orcid.org/0000-0001-6936-7394"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Serhat Kaya","raw_affiliation_strings":["Department of Geomatics Engineering, Gumushane University, Gumushane, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Gumushane University, Gumushane, Turkey","institution_ids":["https://openalex.org/I143914637"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003580485","https://openalex.org/A5029392345","https://openalex.org/A5051823553"],"corresponding_institution_ids":["https://openalex.org/I143914637","https://openalex.org/I165779595","https://openalex.org/I80538482"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":12.7335,"has_fulltext":false,"cited_by_count":149,"citation_normalized_percentile":{"value":0.99222085,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"60","issue":"3","first_page":"643","last_page":"662"},"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9954000115394592,"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/T10862","display_name":"AI in cancer detection","score":0.9944999814033508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7482216954231262},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7395225167274475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.732240617275238},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.7093365788459778},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6015901565551758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5799917578697205},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.516929566860199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5007398128509521},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.483750581741333},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4784852862358093},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.4776231646537781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4484706223011017},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.2115788757801056},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20220062136650085}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7482216954231262},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7395225167274475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.732240617275238},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.7093365788459778},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6015901565551758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5799917578697205},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.516929566860199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5007398128509521},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.483750581741333},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4784852862358093},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.4776231646537781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4484706223011017},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.2115788757801056},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20220062136650085},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012867","descriptor_name":"Skin","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"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},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-021-02473-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-021-02473-0","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:35028864","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35028864","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1884191083","https://openalex.org/W1901129140","https://openalex.org/W2110216592","https://openalex.org/W2183341477","https://openalex.org/W2292862470","https://openalex.org/W2302255633","https://openalex.org/W2790059626","https://openalex.org/W2794825826","https://openalex.org/W2885065241","https://openalex.org/W2946140655","https://openalex.org/W2953793731","https://openalex.org/W2963446712","https://openalex.org/W2964345665","https://openalex.org/W2966905935","https://openalex.org/W2972588473","https://openalex.org/W2981976902","https://openalex.org/W2984412793","https://openalex.org/W2993441812","https://openalex.org/W3001669684","https://openalex.org/W3008097860","https://openalex.org/W3014318280","https://openalex.org/W3028742747","https://openalex.org/W3036298167","https://openalex.org/W3036365526","https://openalex.org/W3044512146","https://openalex.org/W3044795413","https://openalex.org/W3048545344","https://openalex.org/W3097337942","https://openalex.org/W3099211739","https://openalex.org/W3102587060","https://openalex.org/W3102785203","https://openalex.org/W3108163740","https://openalex.org/W3109941473","https://openalex.org/W3110602624","https://openalex.org/W3112995972","https://openalex.org/W3121732873","https://openalex.org/W3128238305","https://openalex.org/W3134825748","https://openalex.org/W3136799473","https://openalex.org/W3154595990","https://openalex.org/W3161060415","https://openalex.org/W3163965514","https://openalex.org/W3167226721","https://openalex.org/W3173206646","https://openalex.org/W3174972843","https://openalex.org/W3177670732","https://openalex.org/W3181404370","https://openalex.org/W3198081447"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052","https://openalex.org/W4372048956","https://openalex.org/W4206989953","https://openalex.org/W4283776244","https://openalex.org/W4323355870","https://openalex.org/W3185137224"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":45},{"year":2024,"cited_by_count":46},{"year":2023,"cited_by_count":33},{"year":2022,"cited_by_count":13}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}