{"id":"https://openalex.org/W2912789725","doi":"https://doi.org/10.1109/iisa.2018.8633651","title":"Features for Melanoma Lesions Characterization in Computer Vision Systems","display_name":"Features for Melanoma Lesions Characterization in Computer Vision Systems","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2912789725","doi":"https://doi.org/10.1109/iisa.2018.8633651","mag":"2912789725"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2018.8633651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5058705554","display_name":"Eugenio Vocaturo","orcid":"https://orcid.org/0000-0001-7457-7118"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Eugenio Vocaturo","raw_affiliation_strings":["Department of Computer Science, Modelling, Electronic and System Engineering, DIMES University of Calabria, Rende, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Modelling, Electronic and System Engineering, DIMES University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007343580","display_name":"Ester Zumpano","orcid":"https://orcid.org/0000-0003-1129-3737"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ester Zumpano","raw_affiliation_strings":["Department of Computer Science, Modelling, Electronic and System Engineering, DIMES University of Calabria, Rende, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Modelling, Electronic and System Engineering, DIMES University of Calabria, Rende, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027369094","display_name":"Pierangelo Veltri","orcid":"https://orcid.org/0000-0003-2494-0294"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierangelo Veltri","raw_affiliation_strings":["Surgical and Medical Science Department, University Magna Graecia, Catanzaro, Italy"],"affiliations":[{"raw_affiliation_string":"Surgical and Medical Science Department, University Magna Graecia, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058705554"],"corresponding_institution_ids":["https://openalex.org/I45204951"],"apc_list":null,"apc_paid":null,"fwci":1.5979,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.87223207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10862","display_name":"AI in cancer detection","score":0.9902999997138977,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/computer-science","display_name":"Computer science","score":0.8174289464950562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6150830984115601},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6146994233131409},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5980173945426941},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5161067247390747},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5128429532051086},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5105836987495422},{"id":"https://openalex.org/keywords/digital-image-processing","display_name":"Digital image processing","score":0.4947311580181122},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4576742351055145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.356391966342926},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21643418073654175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174289464950562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6150830984115601},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6146994233131409},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5980173945426941},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5161067247390747},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5128429532051086},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5105836987495422},{"id":"https://openalex.org/C104317675","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Digital image processing","level":4,"score":0.4947311580181122},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4576742351055145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.356391966342926},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21643418073654175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2018.8633651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5600000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W177483724","https://openalex.org/W1486373733","https://openalex.org/W1505693030","https://openalex.org/W1974933801","https://openalex.org/W1978007817","https://openalex.org/W1978493068","https://openalex.org/W1988294241","https://openalex.org/W1995001633","https://openalex.org/W1996828958","https://openalex.org/W2001378671","https://openalex.org/W2001473511","https://openalex.org/W2008349742","https://openalex.org/W2009671025","https://openalex.org/W2013555846","https://openalex.org/W2023272005","https://openalex.org/W2023794106","https://openalex.org/W2029592256","https://openalex.org/W2034650481","https://openalex.org/W2036573870","https://openalex.org/W2036874319","https://openalex.org/W2045293884","https://openalex.org/W2051379654","https://openalex.org/W2060997616","https://openalex.org/W2061253660","https://openalex.org/W2082725262","https://openalex.org/W2086553782","https://openalex.org/W2088153786","https://openalex.org/W2096457735","https://openalex.org/W2100111947","https://openalex.org/W2100234623","https://openalex.org/W2114841167","https://openalex.org/W2116930734","https://openalex.org/W2117465127","https://openalex.org/W2121841037","https://openalex.org/W2128192154","https://openalex.org/W2130860739","https://openalex.org/W2133827868","https://openalex.org/W2141291034","https://openalex.org/W2141742651","https://openalex.org/W2143579749","https://openalex.org/W2149964041","https://openalex.org/W2150773511","https://openalex.org/W2151287908","https://openalex.org/W2166664821","https://openalex.org/W2510925543","https://openalex.org/W2542698443","https://openalex.org/W2567192241","https://openalex.org/W2570618306","https://openalex.org/W2736024265","https://openalex.org/W2771122515","https://openalex.org/W2843582559"],"related_works":["https://openalex.org/W2941415828","https://openalex.org/W2081985452","https://openalex.org/W1504972346","https://openalex.org/W4386504616","https://openalex.org/W2561491196","https://openalex.org/W1593730969","https://openalex.org/W2356087891","https://openalex.org/W2358437414","https://openalex.org/W2775496002","https://openalex.org/W2372578044"],"abstract_inverted_index":{"Computer":[0],"vision":[1,22,145],"systems":[2,23],"are":[3,24,54,69,155,162],"increasingly":[4],"used":[5,138],"for":[6,159],"the":[7,45,62,65,91,97,106,135,141,152],"early":[8],"detection":[9,80],"of":[10,20,44,93,100,134,143,151],"skin":[11],"diseases,":[12],"such":[13],"as":[14],"malignant":[15],"melanoma.":[16],"The":[17,126,147],"various":[18],"proposals":[19],"computer":[21,144],"characterized":[25],"by":[26],"some":[27,150],"fundamental":[28],"common":[29],"phases:":[30],"image":[31,74],"acquisition,":[32],"pre-processing,":[33],"segmentation,":[34,78],"features":[35,53,95,139],"extraction":[36],"and":[37,39,81,83,86,96,157],"selection":[38],"finally":[40],"classification.":[41],"In":[42],"most":[43,66,136],"related":[46],"papers":[47],"dealing":[48],"with":[49],"this":[50,110],"topic,":[51],"many":[52],"extracted":[55,71],"in":[56,112,140,149],"order":[57,113],"to":[58,64,108,114,118],"feed":[59],"classifiers":[60],"from":[61],"simplest":[63],"sophisticated.":[67],"Features":[68],"typically":[70],"using":[72],"digital":[73],"processing":[75],"methods":[76],"(i.e.,":[77],"edge":[79],"color":[82],"structure":[84],"processing),":[85],"an":[87],"open":[88],"discussion":[89],"about":[90],"meaning":[92],"these":[94,123],"objective":[98],"ways":[99],"measuring":[101],"them":[102],"is":[103,129],"ongoing.":[104],"Therefore,":[105],"need":[107],"investigate":[109],"topic":[111],"find":[115],"a":[116,130],"guideline":[117],"support":[119],"new":[120],"researchers":[121],"on":[122],"issues":[124],"arises.":[125],"present":[127],"work":[128],"not":[131],"exhaustive":[132],"review":[133],"frequently":[137],"elaboration":[142],"systems.":[146],"shortcomings":[148],"existing":[153],"studies":[154],"highlighted":[156],"suggestions":[158],"future":[160],"research":[161],"provided.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
