{"id":"https://openalex.org/W4293093875","doi":"https://doi.org/10.1109/tsp55681.2022.9851300","title":"Deep Learning Based Classification of Human Nail Diseases Using Color Nail Images","display_name":"Deep Learning Based Classification of Human Nail Diseases Using Color Nail Images","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4293093875","doi":"https://doi.org/10.1109/tsp55681.2022.9851300"},"language":"en","primary_location":{"id":"doi:10.1109/tsp55681.2022.9851300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp55681.2022.9851300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049529548","display_name":"Senar Ali YAMA\u00c7","orcid":"https://orcid.org/0000-0003-0880-9202"},"institutions":[{"id":"https://openalex.org/I12387023","display_name":"Trakya University","ror":"https://ror.org/00xa0xn82","country_code":"TR","type":"education","lineage":["https://openalex.org/I12387023"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Senar Ali Yamac","raw_affiliation_strings":["Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-0473-7547","affiliations":[{"raw_affiliation_string":"Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","institution_ids":["https://openalex.org/I12387023"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey","institution_ids":["https://openalex.org/I12387023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087900849","display_name":"Orhun KUYUCUO\u011eLU","orcid":"https://orcid.org/0000-0002-3415-6068"},"institutions":[{"id":"https://openalex.org/I12387023","display_name":"Trakya University","ror":"https://ror.org/00xa0xn82","country_code":"TR","type":"education","lineage":["https://openalex.org/I12387023"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Orhun Kuyucuoglu","raw_affiliation_strings":["Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","institution_ids":["https://openalex.org/I12387023"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey","institution_ids":["https://openalex.org/I12387023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014772356","display_name":"\u015eeyma Beg\u00fcm K\u00d6SEO\u011eLU","orcid":"https://orcid.org/0000-0001-7621-6850"},"institutions":[{"id":"https://openalex.org/I12387023","display_name":"Trakya University","ror":"https://ror.org/00xa0xn82","country_code":"TR","type":"education","lineage":["https://openalex.org/I12387023"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seyma Begum Koseoglu","raw_affiliation_strings":["Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","institution_ids":["https://openalex.org/I12387023"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey","institution_ids":["https://openalex.org/I12387023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023369251","display_name":"Sezer Ulukaya","orcid":"https://orcid.org/0000-0003-0473-7547"},"institutions":[{"id":"https://openalex.org/I12387023","display_name":"Trakya University","ror":"https://ror.org/00xa0xn82","country_code":"TR","type":"education","lineage":["https://openalex.org/I12387023"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sezer Ulukaya","raw_affiliation_strings":["Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trakya University,Electrical and Electronics Engineering Department,Edirne,Turkey","institution_ids":["https://openalex.org/I12387023"]},{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Trakya University, Edirne, Turkey","institution_ids":["https://openalex.org/I12387023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12387023"],"apc_list":null,"apc_paid":null,"fwci":15.4808,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.99242762,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11253","display_name":"Nail Diseases and Treatments","score":0.9610000252723694,"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"}},"topics":[{"id":"https://openalex.org/T11253","display_name":"Nail Diseases and Treatments","score":0.9610000252723694,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7371891736984253},{"id":"https://openalex.org/keywords/nail","display_name":"Nail (fastener)","score":0.6703351736068726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.625491738319397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5974633693695068},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4975745975971222},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.446178674697876},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.34865880012512207},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3004971742630005},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2394462525844574},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13050812482833862},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.07184585928916931}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7371891736984253},{"id":"https://openalex.org/C2777852167","wikidata":"https://www.wikidata.org/wiki/Q37077","display_name":"Nail (fastener)","level":2,"score":0.6703351736068726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.625491738319397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5974633693695068},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4975745975971222},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.446178674697876},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.34865880012512207},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3004971742630005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2394462525844574},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13050812482833862},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.07184585928916931},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp55681.2022.9851300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp55681.2022.9851300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W1932132538","https://openalex.org/W2357832196","https://openalex.org/W1566252468","https://openalex.org/W4200375594"],"abstract_inverted_index":{"When":[0],"the":[1,6,42,63,66,68,71,84,89,94,98],"disorders":[2],"that":[3,19],"occur":[4],"in":[5,25,35,88,93],"fingernails":[7],"and":[8,28],"toenails":[9],"are":[10,31],"not":[11],"noticed":[12],"early,":[13],"they":[14],"can":[15],"turn":[16],"into":[17],"diseases":[18,24,57],"affect":[20,41],"human":[21],"life.":[22,45],"These":[23],"our":[26,36],"hands":[27],"feet,":[29],"which":[30],"mostly":[32],"used":[33,92],"organs":[34],"daily":[37],"work,":[38],"also":[39],"negatively":[40],"quality":[43],"of":[44,65,70,86],"In":[46],"this":[47],"study,":[48,67],"it":[49],"is":[50,96],"aimed":[51],"to":[52,102],"detect":[53],"5":[54],"different":[55],"nail":[56],"using":[58],"deep":[59,75],"learning":[60,76],"architectures.":[61],"Within":[62],"scope":[64],"performance":[69],"6":[72],"most":[73],"recent":[74],"architectures":[77],"was":[78],"compared":[79],"with":[80],"each":[81],"other.":[82],"Although":[83],"number":[85],"pictures":[87],"open-access":[90],"database":[91],"study":[95],"low,":[97],"obtained":[99],"results":[100],"seem":[101],"be":[103],"successful.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}