{"id":"https://openalex.org/W4385219075","doi":"https://doi.org/10.3390/jimaging9070148","title":"Automatic Localization of Five Relevant Dermoscopic Structures Based on YOLOv8 for Diagnosis Improvement","display_name":"Automatic Localization of Five Relevant Dermoscopic Structures Based on YOLOv8 for Diagnosis Improvement","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4385219075","doi":"https://doi.org/10.3390/jimaging9070148","pmid":"https://pubmed.ncbi.nlm.nih.gov/37504825"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging9070148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9070148","pdf_url":"https://www.mdpi.com/2313-433X/9/7/148/pdf?version=1690247667","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"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":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/9/7/148/pdf?version=1690247667","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077279291","display_name":"Esther Chabi Adjobo","orcid":"https://orcid.org/0000-0002-6773-0185"},"institutions":[{"id":"https://openalex.org/I4210093987","display_name":"Imaging, Brain, and Neuropsychiatry","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I4210119417","display_name":"Universit\u00e9 d'Abomey-Calavi","ror":"https://ror.org/03gzr6j88","country_code":"BJ","type":"education","lineage":["https://openalex.org/I4210119417"]},{"id":"https://openalex.org/I4210123509","display_name":"Institute of Mathematics and Physics","ror":"https://ror.org/035seyp42","country_code":"BJ","type":"facility","lineage":["https://openalex.org/I4210123509"]},{"id":"https://openalex.org/I4387152817","display_name":"ImViA - Imagerie et Vision Artificielle","ror":"https://ror.org/020n3gx08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152817","https://openalex.org/I4405253280"]}],"countries":["BJ","FR"],"is_corresponding":true,"raw_author_name":"Esther Chabi Adjobo","raw_affiliation_strings":["Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I4387152817"]},{"raw_affiliation_string":"Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin","institution_ids":["https://openalex.org/I4210119417","https://openalex.org/I4210123509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109748412","display_name":"Amadou Tidjani Sanda Mahama","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093987","display_name":"Imaging, Brain, and Neuropsychiatry","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I4210119417","display_name":"Universit\u00e9 d'Abomey-Calavi","ror":"https://ror.org/03gzr6j88","country_code":"BJ","type":"education","lineage":["https://openalex.org/I4210119417"]},{"id":"https://openalex.org/I4210123509","display_name":"Institute of Mathematics and Physics","ror":"https://ror.org/035seyp42","country_code":"BJ","type":"facility","lineage":["https://openalex.org/I4210123509"]},{"id":"https://openalex.org/I4387152817","display_name":"ImViA - Imagerie et Vision Artificielle","ror":"https://ror.org/020n3gx08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152817","https://openalex.org/I4405253280"]}],"countries":["BJ","FR"],"is_corresponding":false,"raw_author_name":"Amadou Tidjani Sanda Mahama","raw_affiliation_strings":["Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I4387152817"]},{"raw_affiliation_string":"Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin","institution_ids":["https://openalex.org/I4210119417","https://openalex.org/I4210123509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011631965","display_name":"Pierre Gouton","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093987","display_name":"Imaging, Brain, and Neuropsychiatry","ror":"https://ror.org/01eem7c55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I154526488","https://openalex.org/I4210093987"]},{"id":"https://openalex.org/I4387152817","display_name":"ImViA - Imagerie et Vision Artificielle","ror":"https://ror.org/020n3gx08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152817","https://openalex.org/I4405253280"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Gouton","raw_affiliation_strings":["Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imagerie et Vision Artificielle (ImVia), University of Bourgogne Franche-Comt\u00e9, 21078 Dijon, France","institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I4387152817"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072836819","display_name":"J. Tossa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119417","display_name":"Universit\u00e9 d'Abomey-Calavi","ror":"https://ror.org/03gzr6j88","country_code":"BJ","type":"education","lineage":["https://openalex.org/I4210119417"]},{"id":"https://openalex.org/I4210123509","display_name":"Institute of Mathematics and Physics","ror":"https://ror.org/035seyp42","country_code":"BJ","type":"facility","lineage":["https://openalex.org/I4210123509"]}],"countries":["BJ"],"is_corresponding":false,"raw_author_name":"Jo\u00ebl Tossa","raw_affiliation_strings":["Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut de Math\u00e9matiques et de Sciences Physiques (IMSP), University of Abomey-Calavi, Abomey-Calavi BP 2549, Benin","institution_ids":["https://openalex.org/I4210119417","https://openalex.org/I4210123509"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077279291"],"corresponding_institution_ids":["https://openalex.org/I4210093987","https://openalex.org/I4210119417","https://openalex.org/I4210123509","https://openalex.org/I4387152817"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1779},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1779},"fwci":2.7253,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92138251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"7","first_page":"148","last_page":"148"},"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9836999773979187,"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/T12355","display_name":"Genetic and rare skin diseases.","score":0.9453999996185303,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/jaccard-index","display_name":"Jaccard index","score":0.9736378192901611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8135238885879517},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7126919031143188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.687070906162262},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5957980155944824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5692538619041443},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5385971665382385},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4877508282661438},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.4864318370819092},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4420730769634247},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.4129270613193512},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.294073224067688},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1274421513080597},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1042773425579071}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.9736378192901611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8135238885879517},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7126919031143188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.687070906162262},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5957980155944824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5692538619041443},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5385971665382385},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4877508282661438},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.4864318370819092},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4420730769634247},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.4129270613193512},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.294073224067688},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1274421513080597},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1042773425579071},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/jimaging9070148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9070148","pdf_url":"https://www.mdpi.com/2313-433X/9/7/148/pdf?version=1690247667","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"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":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:37504825","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37504825","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":"Journal of imaging","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10381143","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10381143","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10381143/pdf/jimaging-09-00148.pdf","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":"J Imaging","raw_type":"Text"},{"id":"pmh:oai:HAL:hal-04454174v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04454174","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, 2023, 9 (7), pp.148. ⟨10.3390/jimaging9070148⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:5bd1eb8cd62744e398f797d9bec8d9e4","is_oa":true,"landing_page_url":"https://doaj.org/article/5bd1eb8cd62744e398f797d9bec8d9e4","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":"Journal of Imaging, Vol 9, Iss 7, p 148 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jimaging9070148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9070148","pdf_url":"https://www.mdpi.com/2313-433X/9/7/148/pdf?version=1690247667","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"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":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385219075.pdf","grobid_xml":"https://content.openalex.org/works/W4385219075.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W296342814","https://openalex.org/W1861492603","https://openalex.org/W2092455934","https://openalex.org/W2108598243","https://openalex.org/W2145072179","https://openalex.org/W2194775991","https://openalex.org/W2281183975","https://openalex.org/W2565639579","https://openalex.org/W2592160412","https://openalex.org/W2599956891","https://openalex.org/W2721601910","https://openalex.org/W2762158937","https://openalex.org/W2778455075","https://openalex.org/W2794825826","https://openalex.org/W2896014620","https://openalex.org/W2921848116","https://openalex.org/W2922073769","https://openalex.org/W2958711196","https://openalex.org/W2963446712","https://openalex.org/W2963857746","https://openalex.org/W2963946669","https://openalex.org/W3016587090","https://openalex.org/W3099345398","https://openalex.org/W3102785203","https://openalex.org/W3149097960","https://openalex.org/W4221064241","https://openalex.org/W4225640122","https://openalex.org/W4289130106","https://openalex.org/W4293235167","https://openalex.org/W4307231856","https://openalex.org/W4309718288","https://openalex.org/W4313256936","https://openalex.org/W4318478414","https://openalex.org/W4323304780","https://openalex.org/W4353061895","https://openalex.org/W4399739169","https://openalex.org/W6683411478","https://openalex.org/W6747530153"],"related_works":["https://openalex.org/W2553941787","https://openalex.org/W1994775821","https://openalex.org/W2012019886","https://openalex.org/W2091133150","https://openalex.org/W3012828488","https://openalex.org/W2945869148","https://openalex.org/W2953570019","https://openalex.org/W2398781203","https://openalex.org/W2009279505","https://openalex.org/W4389060404"],"abstract_inverted_index":{"The":[0,68,95,144,168],"automatic":[1,40,80],"detection":[2,81],"of":[3,42,51,70,78,82,98,111,123,132,165,177,212,245],"dermoscopic":[4,43,83,142],"features":[5,44,246],"is":[6,73,93,158],"a":[7,47,116,207,240],"task":[8,49],"that":[9],"provides":[10],"the":[11,19,32,39,63,76,79,105,112,120,127,130,140,149,156,163,186,203,217,221,243,249],"specialists":[12],"with":[13,16,220],"an":[14,89],"image":[15,33],"indications":[17],"about":[18],"different":[20],"patterns":[21],"present":[22],"in":[23,59,104,248],"it.":[24],"This":[25,226],"information":[26],"can":[27,45,65,228,238],"help":[28],"them":[29],"fully":[30],"understand":[31],"and":[34,160,182,195],"improve":[35,75],"their":[36,52],"decisions.":[37],"However,":[38],"analysis":[41],"be":[46,66,230,239],"difficult":[48],"because":[50],"small":[53],"size.":[54],"Some":[55],"work":[56,72],"was":[57],"performed":[58,147],"this":[60,71,87],"area,":[61],"but":[62],"results":[64],"improved.":[67],"objective":[69],"to":[74,162,173,200,232,242],"precision":[77],"features.":[84,143],"To":[85],"achieve":[86],"goal,":[88],"algorithm":[90,96],"named":[91],"yolo-dermoscopic-features":[92],"proposed.":[94],"consists":[97],"four":[99],"points:":[100],"(i)":[101],"generate":[102],"annotations":[103,222],"JSON":[106],"format":[107],"for":[108,129,139,185],"supervised":[109],"learning":[110],"model;":[113],"(ii)":[114],"propose":[115],"model":[117,128,157],"based":[118],"on":[119,148],"latest":[121],"version":[122],"Yolo;":[124],"(iii)":[125],"pre-train":[126],"segmentation":[131],"skin":[133],"lesions;":[134],"(iv)":[135],"train":[136],"five":[137,141],"models":[138],"experiments":[145],"are":[146],"ISIC":[150],"2018":[151],"task2":[152],"dataset.":[153,250],"After":[154],"training,":[155],"evaluated":[159],"compared":[161],"performance":[164],"two":[166],"methods.":[167],"proposed":[169,204],"method":[170,205,227],"allows":[171],"us":[172],"reach":[174],"average":[175,196],"performances":[176],"0.9758,":[178],"0.954,":[179],"0.9724,":[180],"0.938,":[181],"0.9692,":[183],"respectively,":[184],"Dice":[187],"similarity":[188,191,210,219],"coefficient,":[189,192],"Jaccard":[190,209],"precision,":[193],"recall,":[194],"precision.":[197],"Furthermore,":[198],"comparing":[199],"other":[201],"methods,":[202],"reaches":[206],"better":[208],"coefficient":[211],"0.954":[213],"and,":[214,236],"thus,":[215],"presents":[216],"best":[218],"made":[223],"by":[224],"specialists.":[225],"also":[229],"used":[231],"automatically":[233],"annotate":[234],"images":[235],"therefore,":[237],"solution":[241],"lack":[244],"annotation":[247]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2023-07-25T00:00:00"}