{"id":"https://openalex.org/W4205499468","doi":"https://doi.org/10.3390/s22020496","title":"New Trends in Melanoma Detection Using Neural Networks: A Systematic Review","display_name":"New Trends in Melanoma Detection Using Neural Networks: A Systematic Review","publication_year":2022,"publication_date":"2022-01-10","ids":{"openalex":"https://openalex.org/W4205499468","doi":"https://doi.org/10.3390/s22020496","pmid":"https://pubmed.ncbi.nlm.nih.gov/35062458"},"language":"en","primary_location":{"id":"doi:10.3390/s22020496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020496","pdf_url":"https://www.mdpi.com/1424-8220/22/2/496/pdf?version=1641817075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/2/496/pdf?version=1641817075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Dan Popescu","orcid":"https://orcid.org/0000-0002-1883-0091"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Dan Popescu","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0002-1883-0091","affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohamed El-Khatib","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mohamed El-Khatib","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hassan El-Khatib","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Hassan El-Khatib","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":null,"display_name":"Loretta Ichim","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Loretta Ichim","raw_affiliation_strings":["Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Automatic Control and Computers, University Politehnica of Bucharest, 060042 Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":5.8175,"has_fulltext":true,"cited_by_count":90,"citation_normalized_percentile":{"value":0.98463687,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"2","first_page":"496","last_page":"496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9805999994277954,"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":0.9805999994277954,"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":0.0052999998442828655,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7337999939918518},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.5056999921798706},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48159998655319214},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.46709999442100525},{"id":"https://openalex.org/keywords/melanoma-diagnosis","display_name":"Melanoma diagnosis","score":0.41260001063346863},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.3346000015735626},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.33169999718666077}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7337999939918518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5931000113487244},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.5056999921798706},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.46709999442100525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44999998807907104},{"id":"https://openalex.org/C2991914496","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma diagnosis","level":3,"score":0.41260001063346863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3792000114917755},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3361999988555908},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.3346000015735626},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.33169999718666077},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.32710000872612},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.31529998779296875},{"id":"https://openalex.org/C2986949344","wikidata":"https://www.wikidata.org/wiki/Q9404","display_name":"Neural system","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.30880001187324524},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2768999934196472}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","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":"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":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","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":"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":"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":"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}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22020496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020496","pdf_url":"https://www.mdpi.com/1424-8220/22/2/496/pdf?version=1641817075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35062458","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35062458","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8778535","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8778535","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:4cd7e2c95e094d8eb3a7b6e0adbf1b77","is_oa":true,"landing_page_url":"https://doaj.org/article/4cd7e2c95e094d8eb3a7b6e0adbf1b77","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 2, p 496 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/2/496/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22020496","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 2; Pages: 496","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22020496","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22020496","pdf_url":"https://www.mdpi.com/1424-8220/22/2/496/pdf?version=1641817075","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205499468.pdf","grobid_xml":"https://content.openalex.org/works/W4205499468.grobid-xml"},"referenced_works_count":133,"referenced_works":["https://openalex.org/W1509451745","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1991607872","https://openalex.org/W2005088335","https://openalex.org/W2042445852","https://openalex.org/W2061253660","https://openalex.org/W2097117768","https://openalex.org/W2131264832","https://openalex.org/W2148587254","https://openalex.org/W2163605009","https://openalex.org/W2180648740","https://openalex.org/W2194775991","https://openalex.org/W2335187439","https://openalex.org/W2531409750","https://openalex.org/W2537189671","https://openalex.org/W2559090303","https://openalex.org/W2564782580","https://openalex.org/W2567713898","https://openalex.org/W2581082771","https://openalex.org/W2592160412","https://openalex.org/W2594873583","https://openalex.org/W2608166870","https://openalex.org/W2612806369","https://openalex.org/W2698626679","https://openalex.org/W2752517284","https://openalex.org/W2773260203","https://openalex.org/W2788686457","https://openalex.org/W2791026961","https://openalex.org/W2794825826","https://openalex.org/W2800691917","https://openalex.org/W2803575519","https://openalex.org/W2807026579","https://openalex.org/W2883794474","https://openalex.org/W2888406896","https://openalex.org/W2891595725","https://openalex.org/W2895067176","https://openalex.org/W2903033372","https://openalex.org/W2903641499","https://openalex.org/W2910121883","https://openalex.org/W2910224496","https://openalex.org/W2910567234","https://openalex.org/W2910878403","https://openalex.org/W2912910400","https://openalex.org/W2922703796","https://openalex.org/W2940790545","https://openalex.org/W2946260418","https://openalex.org/W2955935028","https://openalex.org/W2956801253","https://openalex.org/W2958547846","https://openalex.org/W2958711196","https://openalex.org/W2960571991","https://openalex.org/W2962914239","https://openalex.org/W2963037989","https://openalex.org/W2963946669","https://openalex.org/W2964165482","https://openalex.org/W2966949018","https://openalex.org/W2967473922","https://openalex.org/W2969054484","https://openalex.org/W2969790209","https://openalex.org/W2976700284","https://openalex.org/W2986609444","https://openalex.org/W2987955741","https://openalex.org/W2994026422","https://openalex.org/W2995001409","https://openalex.org/W2996717109","https://openalex.org/W2997740301","https://openalex.org/W2998401283","https://openalex.org/W2998762585","https://openalex.org/W2999400655","https://openalex.org/W3001669684","https://openalex.org/W3004969510","https://openalex.org/W3005826475","https://openalex.org/W3007641206","https://openalex.org/W3007992792","https://openalex.org/W3008320599","https://openalex.org/W3010812223","https://openalex.org/W3011885901","https://openalex.org/W3012192396","https://openalex.org/W3015334183","https://openalex.org/W3015435514","https://openalex.org/W3015714375","https://openalex.org/W3015806114","https://openalex.org/W3018821700","https://openalex.org/W3019493961","https://openalex.org/W3020911919","https://openalex.org/W3022365663","https://openalex.org/W3028742747","https://openalex.org/W3029477994","https://openalex.org/W3032676645","https://openalex.org/W3035741257","https://openalex.org/W3036365526","https://openalex.org/W3036872663","https://openalex.org/W3037436903","https://openalex.org/W3038570307","https://openalex.org/W3043723308","https://openalex.org/W3044980160","https://openalex.org/W3046939034","https://openalex.org/W3048126454","https://openalex.org/W3048174094","https://openalex.org/W3049254768","https://openalex.org/W3049612666","https://openalex.org/W3080741050","https://openalex.org/W3082317190","https://openalex.org/W3087334746","https://openalex.org/W3089810348","https://openalex.org/W3090920939","https://openalex.org/W3091554108","https://openalex.org/W3093045698","https://openalex.org/W3093416133","https://openalex.org/W3094961137","https://openalex.org/W3104427612","https://openalex.org/W3105082150","https://openalex.org/W3114688163","https://openalex.org/W3115901151","https://openalex.org/W3118471509","https://openalex.org/W3119766921","https://openalex.org/W3120507271","https://openalex.org/W3120586607","https://openalex.org/W3127886489","https://openalex.org/W3127990383","https://openalex.org/W3128259432","https://openalex.org/W3128513997","https://openalex.org/W3128535088","https://openalex.org/W3128905466","https://openalex.org/W3131384866","https://openalex.org/W3136632761","https://openalex.org/W3165685657","https://openalex.org/W6643467719","https://openalex.org/W6676812341","https://openalex.org/W6745134972","https://openalex.org/W6753145204","https://openalex.org/W6784523838"],"related_works":[],"abstract_inverted_index":{"Due":[0],"to":[1,26,31,48,54,179,188],"its":[2],"increasing":[3],"incidence,":[4],"skin":[5],"cancer,":[6],"and":[7,35,60,111,147,154,170],"especially":[8,96],"melanoma,":[9],"is":[10,38],"a":[11,68,84,87,183],"serious":[12],"health":[13],"disease":[14],"today.":[15],"The":[16,65,130],"high":[17],"mortality":[18],"rate":[19],"associated":[20],"with":[21,83],"melanoma":[22,91,138],"makes":[23],"it":[24],"necessary":[25],"detect":[27,180],"the":[28,39,57,117,135,158,167,190,193],"early":[29,58],"stages":[30],"be":[32,103],"treated":[33],"urgently":[34],"properly.":[36],"This":[37],"reason":[40],"why":[41],"many":[42],"researchers":[43],"in":[44,56,74,116,145,172,175],"this":[45],"domain":[46],"wanted":[47],"obtain":[49],"accurate":[50],"computer-aided":[51],"diagnosis":[52,61],"systems":[53,107],"assist":[55],"detection":[59,92,139],"of":[62,71,77,90,121,137],"such":[63],"diseases.":[64],"paper":[66],"presents":[67],"systematic":[69],"review":[70],"recent":[72],"advances":[73],"an":[75],"area":[76,136],"increased":[78],"interest":[79],"for":[80,108],"cancer":[81],"prediction,":[82],"focus":[85],"on":[86,127,141,157],"comparative":[88],"perspective":[89],"using":[93],"artificial":[94],"intelligence,":[95],"neural":[97,123,142,177],"network-based":[98],"systems.":[99],"Such":[100],"structures":[101],"can":[102],"considered":[104],"intelligent":[105],"support":[106],"dermatologists.":[109],"Theoretical":[110],"applied":[112],"contributions":[113],"were":[114,150],"investigated":[115,151],"new":[118,162,194],"development":[119],"trends":[120,171],"multiple":[122],"network":[124],"architecture,":[125],"based":[126,140],"decision":[128],"fusion.":[129],"most":[131],"representative":[132],"articles":[133],"covering":[134],"networks,":[143],"published":[144],"journals":[146],"impact":[148],"conferences,":[149],"between":[152],"2015":[153],"2021,":[155],"focusing":[156],"interval":[159],"2018-2021":[160],"as":[161],"trends.":[163,195],"Additionally":[164],"presented":[165],"are":[166],"main":[168],"databases":[169],"their":[173],"use":[174],"teaching":[176],"networks":[178],"melanomas.":[181],"Finally,":[182],"research":[184],"agenda":[185],"was":[186],"highlighted":[187],"advance":[189],"field":[191],"towards":[192]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":17}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2022-01-26T00:00:00"}
