{"id":"https://openalex.org/W4292263242","doi":"https://doi.org/10.1109/access.2022.3199613","title":"Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning","display_name":"Recent Advances in Diagnosis of Skin Lesions Using Dermoscopic Images Based on Deep Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4292263242","doi":"https://doi.org/10.1109/access.2022.3199613"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3199613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858890.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046040123","display_name":"Yali Nie","orcid":"https://orcid.org/0000-0003-1840-791X"},"institutions":[{"id":"https://openalex.org/I56475706","display_name":"Mid Sweden University","ror":"https://ror.org/019k1pd13","country_code":"SE","type":"education","lineage":["https://openalex.org/I56475706"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Yali Nie","raw_affiliation_strings":["Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1840-791X","affiliations":[{"raw_affiliation_string":"Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden","institution_ids":["https://openalex.org/I56475706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016248242","display_name":"Paolo Sommella","orcid":"https://orcid.org/0000-0001-9607-866X"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Sommella","raw_affiliation_strings":["Department of Industrial Engineering, University of Salerno, Fisciano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9607-866X","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014275270","display_name":"Marco Carrat\u00f9","orcid":"https://orcid.org/0000-0001-8146-6088"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Carratu","raw_affiliation_strings":["Department of Industrial Engineering, University of Salerno, Fisciano, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8146-6088","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086917708","display_name":"Matteo Ferro","orcid":"https://orcid.org/0000-0002-6220-4100"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Ferro","raw_affiliation_strings":["Department of Industrial Engineering, University of Salerno, Fisciano, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6220-4100","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, University of Salerno, Fisciano, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036351446","display_name":"Mattias O\u2019Nils","orcid":"https://orcid.org/0000-0001-8607-4083"},"institutions":[{"id":"https://openalex.org/I56475706","display_name":"Mid Sweden University","ror":"https://ror.org/019k1pd13","country_code":"SE","type":"education","lineage":["https://openalex.org/I56475706"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Mattias O'Nils","raw_affiliation_strings":["Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-8607-4083","affiliations":[{"raw_affiliation_string":"Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden","institution_ids":["https://openalex.org/I56475706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014048644","display_name":"Jan Lundgren","orcid":"https://orcid.org/0000-0003-1819-6200"},"institutions":[{"id":"https://openalex.org/I56475706","display_name":"Mid Sweden University","ror":"https://ror.org/019k1pd13","country_code":"SE","type":"education","lineage":["https://openalex.org/I56475706"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jan Lundgren","raw_affiliation_strings":["Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1819-6200","affiliations":[{"raw_affiliation_string":"Department of Electronics Design, Mid Sweden University, Sundsvall, Sweden","institution_ids":["https://openalex.org/I56475706"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.3065,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.95980371,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"95716","last_page":"95747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.987500011920929,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9370999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.6923296451568604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6031529903411865},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5241577625274658},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37237435579299927},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35930752754211426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923296451568604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6031529903411865},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5241577625274658},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37237435579299927},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35930752754211426}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3199613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f8628bf7b54c41f490ec048b7557f420","is_oa":true,"landing_page_url":"https://doaj.org/article/f8628bf7b54c41f490ec048b7557f420","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":"IEEE Access, Vol 10, Pp 95716-95747 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3199613","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3199613","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09858890.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292263242.pdf","grobid_xml":"https://content.openalex.org/works/W4292263242.grobid-xml"},"referenced_works_count":226,"referenced_works":["https://openalex.org/W33163430","https://openalex.org/W94037345","https://openalex.org/W1480009832","https://openalex.org/W1833156024","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1963882359","https://openalex.org/W2002507614","https://openalex.org/W2016173422","https://openalex.org/W2061253660","https://openalex.org/W2070229819","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2148143831","https://openalex.org/W2155893237","https://openalex.org/W2194775991","https://openalex.org/W2384495648","https://openalex.org/W2412782625","https://openalex.org/W2519107924","https://openalex.org/W2547464827","https://openalex.org/W2564782580","https://openalex.org/W2581082771","https://openalex.org/W2592124696","https://openalex.org/W2592160412","https://openalex.org/W2607363228","https://openalex.org/W2612806369","https://openalex.org/W2759138913","https://openalex.org/W2765382912","https://openalex.org/W2765407302","https://openalex.org/W2768237417","https://openalex.org/W2786147899","https://openalex.org/W2788686457","https://openalex.org/W2794825826","https://openalex.org/W2797527544","https://openalex.org/W2798869704","https://openalex.org/W2803575519","https://openalex.org/W2805067537","https://openalex.org/W2806853752","https://openalex.org/W2807079708","https://openalex.org/W2884107328","https://openalex.org/W2885668531","https://openalex.org/W2888442043","https://openalex.org/W2890655382","https://openalex.org/W2892053105","https://openalex.org/W2894701461","https://openalex.org/W2895067176","https://openalex.org/W2897782613","https://openalex.org/W2899425762","https://openalex.org/W2899771611","https://openalex.org/W2907688358","https://openalex.org/W2910035750","https://openalex.org/W2910567234","https://openalex.org/W2914870198","https://openalex.org/W2914959431","https://openalex.org/W2917303411","https://openalex.org/W2917586384","https://openalex.org/W2921785317","https://openalex.org/W2922703796","https://openalex.org/W2936503027","https://openalex.org/W2937742783","https://openalex.org/W2940790545","https://openalex.org/W2944102448","https://openalex.org/W2945008339","https://openalex.org/W2945401828","https://openalex.org/W2945626616","https://openalex.org/W2945988001","https://openalex.org/W2946779769","https://openalex.org/W2946796433","https://openalex.org/W2952313545","https://openalex.org/W2955935028","https://openalex.org/W2956391471","https://openalex.org/W2959684014","https://openalex.org/W2960571991","https://openalex.org/W2963059730","https://openalex.org/W2963258365","https://openalex.org/W2963446712","https://openalex.org/W2963946669","https://openalex.org/W2965875799","https://openalex.org/W2968318837","https://openalex.org/W2968600287","https://openalex.org/W2969096242","https://openalex.org/W2972255615","https://openalex.org/W2972268072","https://openalex.org/W2972588473","https://openalex.org/W2973839374","https://openalex.org/W2976558185","https://openalex.org/W2976700284","https://openalex.org/W2980349812","https://openalex.org/W2982196009","https://openalex.org/W2982942554","https://openalex.org/W2984412793","https://openalex.org/W2985231490","https://openalex.org/W2986609444","https://openalex.org/W2990040069","https://openalex.org/W2991023122","https://openalex.org/W2996318164","https://openalex.org/W2996717109","https://openalex.org/W2996960817","https://openalex.org/W2998401283","https://openalex.org/W2999400655","https://openalex.org/W3000396219","https://openalex.org/W3001618351","https://openalex.org/W3001669684","https://openalex.org/W3003482962","https://openalex.org/W3005090711","https://openalex.org/W3005722217","https://openalex.org/W3005826475","https://openalex.org/W3006300626","https://openalex.org/W3007641206","https://openalex.org/W3007992792","https://openalex.org/W3008320599","https://openalex.org/W3010812223","https://openalex.org/W3011817416","https://openalex.org/W3011885901","https://openalex.org/W3012107767","https://openalex.org/W3012614932","https://openalex.org/W3014419815","https://openalex.org/W3014648932","https://openalex.org/W3015390149","https://openalex.org/W3015714375","https://openalex.org/W3015806114","https://openalex.org/W3018821700","https://openalex.org/W3021577186","https://openalex.org/W3022365663","https://openalex.org/W3022989514","https://openalex.org/W3025011581","https://openalex.org/W3028737903","https://openalex.org/W3028742747","https://openalex.org/W3029164997","https://openalex.org/W3029477994","https://openalex.org/W3034824917","https://openalex.org/W3035333974","https://openalex.org/W3036106244","https://openalex.org/W3036365526","https://openalex.org/W3037436903","https://openalex.org/W3038540011","https://openalex.org/W3043723308","https://openalex.org/W3044795413","https://openalex.org/W3045827876","https://openalex.org/W3046939034","https://openalex.org/W3048126454","https://openalex.org/W3048174094","https://openalex.org/W3049254768","https://openalex.org/W3049612666","https://openalex.org/W3063495231","https://openalex.org/W3081326413","https://openalex.org/W3081394769","https://openalex.org/W3081862855","https://openalex.org/W3082317190","https://openalex.org/W3082612524","https://openalex.org/W3085376891","https://openalex.org/W3085405424","https://openalex.org/W3090920939","https://openalex.org/W3093045698","https://openalex.org/W3093389643","https://openalex.org/W3099211739","https://openalex.org/W3099805903","https://openalex.org/W3102348853","https://openalex.org/W3102785203","https://openalex.org/W3103031651","https://openalex.org/W3105082150","https://openalex.org/W3105910641","https://openalex.org/W3108061978","https://openalex.org/W3109873398","https://openalex.org/W3110314651","https://openalex.org/W3111496531","https://openalex.org/W3113962394","https://openalex.org/W3114688163","https://openalex.org/W3119005666","https://openalex.org/W3119318016","https://openalex.org/W3119766921","https://openalex.org/W3120507271","https://openalex.org/W3120946080","https://openalex.org/W3121732873","https://openalex.org/W3126194146","https://openalex.org/W3130244078","https://openalex.org/W3131384866","https://openalex.org/W3132455321","https://openalex.org/W3132666342","https://openalex.org/W3134084943","https://openalex.org/W3135611442","https://openalex.org/W3136139906","https://openalex.org/W3136589419","https://openalex.org/W3138451719","https://openalex.org/W3154939421","https://openalex.org/W3155081348","https://openalex.org/W3155556844","https://openalex.org/W3156470500","https://openalex.org/W3157022347","https://openalex.org/W3157148855","https://openalex.org/W3158076558","https://openalex.org/W3158307528","https://openalex.org/W3163868355","https://openalex.org/W3167191950","https://openalex.org/W3170108663","https://openalex.org/W3171214286","https://openalex.org/W3186192960","https://openalex.org/W3190941935","https://openalex.org/W3192610404","https://openalex.org/W3197469359","https://openalex.org/W3197606668","https://openalex.org/W3198718561","https://openalex.org/W3199367374","https://openalex.org/W3207421495","https://openalex.org/W3211661953","https://openalex.org/W3216921303","https://openalex.org/W4200120391","https://openalex.org/W4211264657","https://openalex.org/W4238771751","https://openalex.org/W4307407998","https://openalex.org/W6612134913","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6713134421","https://openalex.org/W6734120248","https://openalex.org/W6747939174","https://openalex.org/W6748173244","https://openalex.org/W6749107692","https://openalex.org/W6751795773","https://openalex.org/W6761152059","https://openalex.org/W6762718338","https://openalex.org/W6766394743","https://openalex.org/W6767934767","https://openalex.org/W6771979391","https://openalex.org/W6776145369","https://openalex.org/W6846221585"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3009238340","https://openalex.org/W3116076068","https://openalex.org/W2229312674"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,36,66],"is":[2],"one":[3],"of":[4,15,31,52,64],"the":[5,12,16,25,29,50,60,78,96,103],"most":[6],"threatening":[7],"cancers,":[8],"which":[9],"spreads":[10],"to":[11,92,105,115,126,131,138],"other":[13],"parts":[14],"body":[17],"if":[18],"not":[19],"caught":[20],"and":[21,44,82,94,102,123,134],"treated":[22],"early.":[23],"During":[24],"last":[26],"few":[27],"years,":[28],"integration":[30],"deep":[32,72,80,112],"learning":[33,81],"into":[34],"skin":[35,65,117,140],"has":[37],"been":[38],"a":[39],"milestone":[40],"in":[41,85,99,111],"health":[42],"care,":[43],"dermoscopic":[45,68,87],"images":[46,69],"are":[47],"right":[48],"at":[49],"center":[51],"this":[53],"revolution.":[54],"This":[55,74,89],"review":[56],"study":[57,90],"focuses":[58],"on":[59,71],"state-of-the-art":[61],"automatic":[62,129],"diagnosis":[63],"from":[67],"based":[70],"learning.":[73],"work":[75],"thoroughly":[76],"explores":[77],"existing":[79],"its":[83],"application":[84],"diagnosing":[86],"images.":[88],"aims":[91],"present":[93],"summarize":[95],"latest":[97],"methodology":[98],"melanoma":[100],"classification":[101],"techniques":[104],"improve":[106],"this.":[107],"We":[108],"discuss":[109],"advancements":[110],"learning-based":[113],"solutions":[114],"diagnose":[116,139],"cancer,":[118],"along":[119],"with":[120],"some":[121],"challenges":[122],"future":[124],"opportunities":[125],"strengthen":[127],"these":[128],"systems":[130],"support":[132],"dermatologists":[133],"enhance":[135],"their":[136],"ability":[137],"cancer.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}