{"id":"https://openalex.org/W3021895818","doi":"https://doi.org/10.1007/s10278-020-00343-z","title":"Skin Lesion Segmentation with Improved Convolutional Neural Network","display_name":"Skin Lesion Segmentation with Improved Convolutional Neural Network","publication_year":2020,"publication_date":"2020-05-06","ids":{"openalex":"https://openalex.org/W3021895818","doi":"https://doi.org/10.1007/s10278-020-00343-z","mag":"3021895818","pmid":"https://pubmed.ncbi.nlm.nih.gov/32378058"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-020-00343-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-020-00343-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-020-00343-z.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-020-00343-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060455995","display_name":"\u015eaban \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0003-2371-8173"},"institutions":[{"id":"https://openalex.org/I70387731","display_name":"Amasya \u00dcniversitesi","ror":"https://ror.org/00sbx0y13","country_code":"TR","type":"education","lineage":["https://openalex.org/I70387731"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"\u015eaban \u00d6zt\u00fcrk","raw_affiliation_strings":["Technology Faculty, Electrical and Electronics Engineering, Amasya University, Amasya, Turkey. saban.ozturk@amasya.edu.tr","Technology Faculty, Electrical and Electronics Engineering, Amasya University, Amasya, Turkey"],"affiliations":[{"raw_affiliation_string":"Technology Faculty, Electrical and Electronics Engineering, Amasya University, Amasya, Turkey. saban.ozturk@amasya.edu.tr","institution_ids":[]},{"raw_affiliation_string":"Technology Faculty, Electrical and Electronics Engineering, Amasya University, Amasya, Turkey","institution_ids":["https://openalex.org/I70387731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085971317","display_name":"Umut \u00d6zkaya","orcid":"https://orcid.org/0000-0002-9244-0024"},"institutions":[{"id":"https://openalex.org/I4210117254","display_name":"Konya Technical University","ror":"https://ror.org/02s82rs08","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210117254"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Umut \u00d6zkaya","raw_affiliation_strings":["Engineering and Natural Science Faculty, Electrical and Electronics Engineering, Konya Technical University, Konya, Turkey"],"affiliations":[{"raw_affiliation_string":"Engineering and Natural Science Faculty, Electrical and Electronics Engineering, Konya Technical University, Konya, Turkey","institution_ids":["https://openalex.org/I4210117254"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060455995"],"corresponding_institution_ids":["https://openalex.org/I70387731"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":null,"fwci":7.0292,"has_fulltext":true,"cited_by_count":138,"citation_normalized_percentile":{"value":0.97802793,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"33","issue":"4","first_page":"958","last_page":"970"},"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":0.9919999837875366,"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/T11013","display_name":"Skin Protection and Aging","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/jaccard-index","display_name":"Jaccard index","score":0.9472633600234985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7490068674087524},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.689368486404419},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6871738433837891},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6702780723571777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6632183790206909},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5861758589744568},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5472828149795532},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.41725921630859375},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.4104892611503601},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.40772879123687744},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23870596289634705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18411380052566528},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16828539967536926},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16660985350608826},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1020568311214447}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.9472633600234985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490068674087524},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.689368486404419},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6871738433837891},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6702780723571777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6632183790206909},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5861758589744568},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5472828149795532},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.41725921630859375},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.4104892611503601},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.40772879123687744},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23870596289634705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18411380052566528},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16828539967536926},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16660985350608826},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1020568311214447}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012871","descriptor_name":"Skin Diseases","qualifier_ui":null,"qualifier_name":null,"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":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-020-00343-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-020-00343-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-020-00343-z.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},{"id":"pmid:32378058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32378058","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 digital imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7649844","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7649844","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Digit Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-020-00343-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-020-00343-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-020-00343-z.pdf","source":{"id":"https://openalex.org/S62275304","display_name":"Journal of Digital Imaging","issn_l":"0897-1889","issn":["0897-1889","1618-727X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Digital Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021895818.pdf","grobid_xml":"https://content.openalex.org/works/W3021895818.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1507875776","https://openalex.org/W1903029394","https://openalex.org/W1909613632","https://openalex.org/W1923717546","https://openalex.org/W1971560637","https://openalex.org/W2013200156","https://openalex.org/W2028140761","https://openalex.org/W2040955039","https://openalex.org/W2041987633","https://openalex.org/W2049748121","https://openalex.org/W2055431507","https://openalex.org/W2058305271","https://openalex.org/W2059887294","https://openalex.org/W2061253660","https://openalex.org/W2070578616","https://openalex.org/W2072546899","https://openalex.org/W2074317748","https://openalex.org/W2076481881","https://openalex.org/W2083652081","https://openalex.org/W2086553782","https://openalex.org/W2100234623","https://openalex.org/W2104824199","https://openalex.org/W2116930734","https://openalex.org/W2121841037","https://openalex.org/W2129661341","https://openalex.org/W2153400129","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2460774276","https://openalex.org/W2570618306","https://openalex.org/W2592160412","https://openalex.org/W2753863096","https://openalex.org/W2803575519","https://openalex.org/W2900671099","https://openalex.org/W2905577851","https://openalex.org/W2911188335","https://openalex.org/W2912910400","https://openalex.org/W2944988845","https://openalex.org/W2947551377","https://openalex.org/W2958547846","https://openalex.org/W2958723832","https://openalex.org/W2960571991","https://openalex.org/W2963946669","https://openalex.org/W2972717963","https://openalex.org/W4205294987"],"related_works":["https://openalex.org/W2553941787","https://openalex.org/W3091783519","https://openalex.org/W3012828488","https://openalex.org/W4402926319","https://openalex.org/W2953570019","https://openalex.org/W4389060404","https://openalex.org/W2973136608","https://openalex.org/W4286233748","https://openalex.org/W4367019122","https://openalex.org/W3109941473"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":6}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}