{"id":"https://openalex.org/W3203293447","doi":"https://doi.org/10.1109/inista52262.2021.9548375","title":"Detection of Occlusal Plaque and Caries using Fuzzy C Means Based Segmentation Algorithm","display_name":"Detection of Occlusal Plaque and Caries using Fuzzy C Means Based Segmentation Algorithm","publication_year":2021,"publication_date":"2021-08-25","ids":{"openalex":"https://openalex.org/W3203293447","doi":"https://doi.org/10.1109/inista52262.2021.9548375","mag":"3203293447"},"language":"en","primary_location":{"id":"doi:10.1109/inista52262.2021.9548375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista52262.2021.9548375","pdf_url":null,"source":{"id":"https://openalex.org/S4306498847","display_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","raw_type":"proceedings-article"},"type":"article","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/A5062864227","display_name":"Burcu Oltu","orcid":"https://orcid.org/0000-0002-6980-6235"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Burcu Oltu","raw_affiliation_strings":["Baskent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baskent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016905529","display_name":"B\u00fc\u015fra K\u00fcbra Karaca","orcid":"https://orcid.org/0000-0002-5901-8243"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Busra Kubra Karaca","raw_affiliation_strings":["Baskent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baskent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070916529","display_name":"Tansel Uyar","orcid":"https://orcid.org/0000-0001-8083-2920"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tansel Uyar","raw_affiliation_strings":["Baskent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baskent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110999550","display_name":"Didem Sakaryal\u0131 Uyar","orcid":null},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Didem Sakaryali Uyar","raw_affiliation_strings":["Baskent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Baskent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062864227"],"corresponding_institution_ids":["https://openalex.org/I188740104"],"apc_list":null,"apc_paid":null,"fwci":0.3099,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44186047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13324","display_name":"Scientific and Engineering Research Topics","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/3506","display_name":"Periodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12439","display_name":"Dental Research and COVID-19","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/3500","display_name":"General Dentistry"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unsharp-masking","display_name":"Unsharp masking","score":0.5925450325012207},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.545354962348938},{"id":"https://openalex.org/keywords/demineralization","display_name":"Demineralization","score":0.5052791237831116},{"id":"https://openalex.org/keywords/dental-plaque","display_name":"Dental plaque","score":0.5028190016746521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45322996377944946},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44356369972229004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43952417373657227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3930796682834625},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35716256499290466},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.3246942460536957},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3220404386520386},{"id":"https://openalex.org/keywords/enamel-paint","display_name":"Enamel paint","score":0.30719560384750366},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.22305330634117126},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0928415060043335}],"concepts":[{"id":"https://openalex.org/C79052406","wikidata":"https://www.wikidata.org/wiki/Q365715","display_name":"Unsharp masking","level":4,"score":0.5925450325012207},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.545354962348938},{"id":"https://openalex.org/C2776052348","wikidata":"https://www.wikidata.org/wiki/Q904488","display_name":"Demineralization","level":3,"score":0.5052791237831116},{"id":"https://openalex.org/C2779914569","wikidata":"https://www.wikidata.org/wiki/Q143504","display_name":"Dental plaque","level":2,"score":0.5028190016746521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45322996377944946},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44356369972229004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43952417373657227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3930796682834625},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35716256499290466},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.3246942460536957},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3220404386520386},{"id":"https://openalex.org/C156887251","wikidata":"https://www.wikidata.org/wiki/Q2386424","display_name":"Enamel paint","level":2,"score":0.30719560384750366},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22305330634117126},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0928415060043335}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/inista52262.2021.9548375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista52262.2021.9548375","pdf_url":null,"source":{"id":"https://openalex.org/S4306498847","display_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","raw_type":"proceedings-article"},{"id":"pmh:20771975-c426-4935-a0de-75ac3fcecb79","is_oa":false,"landing_page_url":"https://avesis.aybu.edu.tr/publication/details/20771975-c426-4935-a0de-75ac3fcecb79/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055213","display_name":"AYBU AVESIS","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1487611166","https://openalex.org/W1529631489","https://openalex.org/W1932590678","https://openalex.org/W1973880112","https://openalex.org/W1986637863","https://openalex.org/W2017415595","https://openalex.org/W2081663731","https://openalex.org/W2181559900","https://openalex.org/W2244391309","https://openalex.org/W2328096907","https://openalex.org/W2333892609","https://openalex.org/W2560587063","https://openalex.org/W2564415171","https://openalex.org/W2907641363","https://openalex.org/W2979436696","https://openalex.org/W2993845530","https://openalex.org/W2996155546","https://openalex.org/W3037824960","https://openalex.org/W6685888484","https://openalex.org/W6701793809"],"related_works":["https://openalex.org/W2374797969","https://openalex.org/W2075822336","https://openalex.org/W2379671766","https://openalex.org/W1984066297","https://openalex.org/W2037129501","https://openalex.org/W2076719744","https://openalex.org/W2408455070","https://openalex.org/W1977082907","https://openalex.org/W2081385257","https://openalex.org/W1986067563"],"abstract_inverted_index":{"Dental":[0],"caries":[1,30,83,129,159],"occurs":[2],"due":[3],"to":[4,59,77,102,124],"the":[5,18,38,50,63,79,87,103,112,119,125,139,144],"demineralization":[6],"of":[7,37,65,107,167],"enamel":[8],"and":[9,29,82,92,128,131,154,169,175],"dentine":[10],"by":[11,15,32,117],"organic":[12],"acids":[13],"formed":[14],"bacteria":[16],"in":[17,54,143],"dental":[19],"plaque.":[20],"The":[21],"most":[22],"common":[23],"method":[24,74],"for":[25,62,151,158,173],"diagnosing":[26],"occlusal":[27,39],"plaques":[28],"is":[31,43,47,75,147],"visual":[33],"or":[34],"tactile":[35],"examination":[36],"surface.":[40],"This":[41],"assessment":[42],"subjective":[44],"as":[45,98],"it":[46],"based":[48],"on":[49,149,156],"clinician's":[51],"experience.":[52],"Discrepancies":[53],"evaluations":[55],"among":[56],"clinicians":[57],"lead":[58],"different":[60],"approaches":[61],"management":[64],"carious":[66],"lesions.":[67],"In":[68,86],"this":[69],"study,":[70],"an":[71,162],"automatic":[72],"measurement":[73],"presented":[76,88,145],"evaluate":[78],"plaque":[80,132,152,174],"accumulations":[81,133],"areas":[84,130],"quantitatively.":[85],"algorithm,":[89],"Wiener":[90],"filter":[91],"unsharp":[93],"masking":[94],"methods":[95],"were":[96,134,171],"applied":[97],"a":[99,137],"pre-processing":[100],"stage":[101],"green":[104],"data":[105],"matrix":[106],"digital":[108],"images,":[109,127],"respectively.":[110,177],"Then,":[111],"threshold":[113],"value":[114],"was":[115],"determined":[116],"applying":[118],"Fuzzy":[120],"C":[121],"means":[122],"algorithm":[123],"filtered":[126],"determined.":[135],"As":[136],"result,":[138],"algorithm's":[140],"success":[141],"rate":[142],"study":[146],"92,16%":[148],"average":[150,157,163],"detection":[153],"94,43%":[155],"detection.":[160],"Additionally,":[161],"dice":[164],"similarity":[165],"index":[166],"0,926":[168],"0,977":[170],"calculated":[172],"caries,":[176]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}
