{"id":"https://openalex.org/W4385444239","doi":"https://doi.org/10.1109/idt59031.2023.10194447","title":"Segmentation of MRI Images using Clustering Algorithms","display_name":"Segmentation of MRI Images using Clustering Algorithms","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4385444239","doi":"https://doi.org/10.1109/idt59031.2023.10194447"},"language":"en","primary_location":{"id":"doi:10.1109/idt59031.2023.10194447","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idt59031.2023.10194447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information and Digital Technologies (IDT)","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/A5092783302","display_name":"Linda Blahov\u00e1","orcid":"https://orcid.org/0009-0004-4891-0852"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Linda Blahova","raw_affiliation_strings":["University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092783303","display_name":"Jakub H\u00f4re\u010dn\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jakub Horecny","raw_affiliation_strings":["University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047927390","display_name":"Jozef Kostoln\u00fd","orcid":"https://orcid.org/0000-0003-4729-7932"},"institutions":[{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jozef Kostolny","raw_affiliation_strings":["University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zilina,Faculty of Management Science and Innformatics,Zilina,Slovakia","institution_ids":["https://openalex.org/I3122011922"]},{"raw_affiliation_string":"Faculty of Management Science and Innformatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3122011922"],"apc_list":null,"apc_paid":null,"fwci":0.2892,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.44529652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"169","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7679735422134399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7405045628547668},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6962940096855164},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5777878165245056},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5568596720695496},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5412120819091797},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5336198806762695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5008752346038818},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33407413959503174},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3234199583530426},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3217398524284363},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20338350534439087}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7679735422134399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7405045628547668},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6962940096855164},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5777878165245056},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5568596720695496},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5412120819091797},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5336198806762695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5008752346038818},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33407413959503174},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3234199583530426},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3217398524284363},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20338350534439087},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idt59031.2023.10194447","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/idt59031.2023.10194447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information and Digital Technologies (IDT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4244964017"],"related_works":["https://openalex.org/W1522196789","https://openalex.org/W4379141755","https://openalex.org/W4367060753","https://openalex.org/W2034850138","https://openalex.org/W2050807133","https://openalex.org/W1985504019","https://openalex.org/W3086104399","https://openalex.org/W328486336","https://openalex.org/W1995688399","https://openalex.org/W2042967125"],"abstract_inverted_index":{"Even":[0],"though":[1],"we":[2],"live":[3],"in":[4,31,65,100,168,181,184],"a":[5,42,106,126,133,145],"digital":[6],"age,":[7],"many":[8,63],"hospitals":[9],"and":[10,51,68,111,121,153],"medical":[11,26,175,179],"facilities":[12],"still":[13,37],"process":[14],"MRI":[15,91,141],"images":[16,142,176],"manually.":[17],"Such":[18],"analysis":[19,131],"must":[20],"always":[21],"be":[22,96,166],"performed":[23],"by":[24,144],"trained":[25],"staff":[27],"who":[28],"are":[29],"experts":[30],"the":[32,77,80,90,112,156,159,185],"field,":[33],"but":[34],"they":[35],"may":[36,94],"miss":[38],"something":[39],"or":[40,171],"misjudge":[41],"finding.":[43],"This":[44,53,70,123],"can":[45,165],"lead":[46],"to":[47,74,88,173,177],"unnecessary":[48],"examinations,":[49],"costs":[50],"misdiagnosis.":[52],"is":[54,85,104],"especially":[55],"true":[56],"with":[57],"brain":[58,146],"tumors.":[59],"They":[60],"often":[61,105],"contain":[62],"abnormalities":[64],"size,":[66],"shape":[67],"location.":[69],"makes":[71,118],"it":[72],"difficult":[73,120],"fully":[75],"understand":[76],"nature":[78],"of":[79,108,114,128,135,155],"tumor.":[81],"A":[82],"professional":[83],"neurosurgeon":[84],"also":[86],"needed":[87],"analyses":[89],"results,":[92],"which":[93],"not":[95],"available":[97],"everywhere.":[98],"Mainly":[99],"developing":[101],"countries,":[102],"there":[103],"lack":[107,113],"qualified":[109],"specialists":[110],"knowledge":[115],"about":[116],"tumors":[117],"diagnosis":[119],"lengthy.":[122],"paper":[124],"includes":[125],"description":[127,134],"what":[129],"cluster":[130],"is,":[132],"selected":[136,160],"clustering":[137],"algorithms,":[138],"tests":[139,157],"on":[140],"affected":[143],"tumor,":[147],"solution":[148],"design":[149],"using":[150,158],"image":[151],"segmentation,":[152],"evaluation":[154,161],"metrics.":[162],"Test":[163],"results":[164],"used":[167],"further":[169],"research":[170],"applied":[172],"similar":[174],"assist":[178],"personnel":[180],"detecting":[182],"objects":[183],"human":[186],"body.":[187]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}