{"id":"https://openalex.org/W1644596662","doi":"https://doi.org/10.1109/cvcs.2015.7274885","title":"Divergence-based colour features for melanoma detection","display_name":"Divergence-based colour features for melanoma detection","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1644596662","doi":"https://doi.org/10.1109/cvcs.2015.7274885","mag":"1644596662"},"language":"en","primary_location":{"id":"doi:10.1109/cvcs.2015.7274885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvcs.2015.7274885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Colour and Visual Computing Symposium (CVCS)","raw_type":"proceedings-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/A5075429951","display_name":"Kajsa M\u00f8llersen","orcid":"https://orcid.org/0000-0002-0619-7276"},"institutions":[{"id":"https://openalex.org/I1298853749","display_name":"University Hospital of North Norway","ror":"https://ror.org/030v5kp38","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I1298853749","https://openalex.org/I63903255"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Kajsa M\u00f8llersen","raw_affiliation_strings":["Norwegian Centre for Integrated Care and Telemedicine University Hospital of North Norway, Troms\u00f8, Norway","Norwegian Centre for Integrated Care and Telemedicine University Hospital of North Norway, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian Centre for Integrated Care and Telemedicine University Hospital of North Norway, Troms\u00f8, Norway","institution_ids":["https://openalex.org/I1298853749"]},{"raw_affiliation_string":"Norwegian Centre for Integrated Care and Telemedicine University Hospital of North Norway, Norway","institution_ids":["https://openalex.org/I1298853749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088139921","display_name":"Jon Yngve Hardeberg","orcid":"https://orcid.org/0000-0003-1150-2498"},"institutions":[{"id":"https://openalex.org/I4210127026","display_name":"Ko-Aks (Norway)","ror":"https://ror.org/036jhyh48","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210127026"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jon Yngve Hardeberg","raw_affiliation_strings":["Faculty of Computer Science and Media Technology Gj\u00f8vik University College, Gj\u00f8vik, Norway","Faculty of Computer Science and Media Technology, Gj\u00f8vik University College, #N#Norway"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Media Technology Gj\u00f8vik University College, Gj\u00f8vik, Norway","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science and Media Technology, Gj\u00f8vik University College, #N#Norway","institution_ids":["https://openalex.org/I4210127026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077247065","display_name":"Fred Godtliebsen","orcid":"https://orcid.org/0000-0001-7896-8634"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Fred Godtliebsen","raw_affiliation_strings":["Department of Mathematics and Statistics, UiT The Arctic University of Norway, Troms\u00f8, Norway","Department of Mathematics and Statistics UiT The Arctic University of Norway, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, UiT The Arctic University of Norway, Troms\u00f8, Norway","institution_ids":["https://openalex.org/I78037679"]},{"raw_affiliation_string":"Department of Mathematics and Statistics UiT The Arctic University of Norway, Norway","institution_ids":["https://openalex.org/I78037679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075429951"],"corresponding_institution_ids":["https://openalex.org/I1298853749"],"apc_list":null,"apc_paid":null,"fwci":1.2667,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8101397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10862","display_name":"AI in cancer detection","score":0.9897000193595886,"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/T11144","display_name":"melanin and skin pigmentation","score":0.989300012588501,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7068625688552856},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.63114994764328},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6036249399185181},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.6002794504165649},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5989560484886169},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5526172518730164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5457077622413635},{"id":"https://openalex.org/keywords/melanoma-diagnosis","display_name":"Melanoma diagnosis","score":0.5062176585197449},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.4812983572483063},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.47280043363571167},{"id":"https://openalex.org/keywords/kullback\u2013leibler-divergence","display_name":"Kullback\u2013Leibler divergence","score":0.44645631313323975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37099820375442505},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.16967427730560303},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1567268967628479},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.1512143909931183}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7068625688552856},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.63114994764328},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6036249399185181},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.6002794504165649},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5989560484886169},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5526172518730164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5457077622413635},{"id":"https://openalex.org/C2991914496","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma diagnosis","level":3,"score":0.5062176585197449},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.4812983572483063},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.47280043363571167},{"id":"https://openalex.org/C171752962","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Kullback\u2013Leibler divergence","level":2,"score":0.44645631313323975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37099820375442505},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.16967427730560303},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1567268967628479},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.1512143909931183},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvcs.2015.7274885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvcs.2015.7274885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 Colour and Visual Computing Symposium (CVCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W152055444","https://openalex.org/W603636824","https://openalex.org/W1044489389","https://openalex.org/W1495061682","https://openalex.org/W1495538497","https://openalex.org/W1554944419","https://openalex.org/W1579271636","https://openalex.org/W1680392829","https://openalex.org/W1963871118","https://openalex.org/W1965555277","https://openalex.org/W1973562395","https://openalex.org/W1980621031","https://openalex.org/W1985093013","https://openalex.org/W2003144493","https://openalex.org/W2015787544","https://openalex.org/W2033694649","https://openalex.org/W2033872649","https://openalex.org/W2037956299","https://openalex.org/W2046391316","https://openalex.org/W2049633694","https://openalex.org/W2068879084","https://openalex.org/W2076157809","https://openalex.org/W2078187356","https://openalex.org/W2082552536","https://openalex.org/W2114256688","https://openalex.org/W2118154362","https://openalex.org/W2128756499","https://openalex.org/W2141281589","https://openalex.org/W2141397610","https://openalex.org/W2144191665","https://openalex.org/W2146950091","https://openalex.org/W2155925556","https://openalex.org/W2165284633","https://openalex.org/W2165786903","https://openalex.org/W2168175751","https://openalex.org/W2171033594","https://openalex.org/W2465803121","https://openalex.org/W3127518054","https://openalex.org/W4236460508","https://openalex.org/W4292691288","https://openalex.org/W6629741134","https://openalex.org/W6633435507","https://openalex.org/W6637386731","https://openalex.org/W6683381688","https://openalex.org/W6684505999"],"related_works":["https://openalex.org/W2105321464","https://openalex.org/W2887774187","https://openalex.org/W2388220555","https://openalex.org/W1554844486","https://openalex.org/W1520875569","https://openalex.org/W3048739257","https://openalex.org/W1665563134","https://openalex.org/W2963604926","https://openalex.org/W2199957582","https://openalex.org/W2033178790"],"abstract_inverted_index":{"Melanoma":[0],"is":[1,9,34],"a":[2,41,55,74,85,88],"deadly":[3],"form":[4],"of":[5,25,69,73,79,83,114],"skin":[6,26,42,107],"cancer":[7],"which":[8],"difficult":[10],"to":[11,29,102],"detect":[12],"in":[13,38],"its":[14],"early":[15],"stages.":[16],"Several":[17],"computer-aided":[18],"diagnostic":[19],"systems":[20],"based":[21,62],"on":[22,63],"dermoscopic":[23],"images":[24],"lesions":[27],"intend":[28],"improve":[30,111],"melanoma":[31,123],"detection.":[32,124],"Colour":[33],"an":[35,103],"important":[36],"factor":[37],"correctly":[39],"classifying":[40],"lesion.":[43],"Here,":[44],"we":[45],"introduce":[46],"divergence-based":[47],"colour":[48],"features,":[49],"using":[50],"the":[51,64,67,70,80,100,112,115],"Kullback-Leibler":[52],"information":[53],"as":[54],"preferred":[56],"divergence":[57,65],"function.":[58],"These":[59],"features":[60,110],"are":[61,96,119],"between":[66],"distribution":[68],"pixel":[71,81],"values":[72,82],"lesion":[75],"image,":[76],"and":[77,94,118],"that":[78],"either":[84],"benign":[86],"or":[87],"malignant":[89],"model.":[90],"The":[91,109],"features\u2019":[92],"sensitivities":[93],"specificities":[95],"reported,":[97],"along":[98],"with":[99],"contribution":[101],"existing":[104,116],"classifier":[105,117],"for":[106,122],"lesions.":[108],"performance":[113],"therefore":[120],"relevant":[121]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
