{"id":"https://openalex.org/W1974394506","doi":"https://doi.org/10.1109/bibe.2008.4696794","title":"Local-based fuzzy clustering for segmentation of MR brain images","display_name":"Local-based fuzzy clustering for segmentation of MR brain images","publication_year":2008,"publication_date":"2008-10-01","ids":{"openalex":"https://openalex.org/W1974394506","doi":"https://doi.org/10.1109/bibe.2008.4696794","mag":"1974394506"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2008.4696794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2008.4696794","pdf_url":null,"source":{"id":"https://openalex.org/S4363608533","display_name":"IEEE International Conference on Bioinformatics and Bioengineering (BIBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2008 8th IEEE International Conference on BioInformatics and BioEngineering","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/A5100387975","display_name":"Jianzhong Wang","orcid":"https://orcid.org/0000-0002-6867-3282","observed_orcids":["https://orcid.org/0000-0002-6867-3282"]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhong Wang","raw_affiliation_strings":["School of Mathematics and Statistics and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Sch. of Math., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Sch. of Math., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024907405","display_name":"Lili Dou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Dou","raw_affiliation_strings":["Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Comput. Sch., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Comput. Sch., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050618055","display_name":"Na Che","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Che","raw_affiliation_strings":["Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Comput. Sch., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Comput. Sch., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060042554","display_name":"Di Liu","orcid":"https://orcid.org/0000-0002-4365-2768","observed_orcids":["https://orcid.org/0000-0002-4365-2768","https://orcid.org/0009-0003-4894-1213"]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Liu","raw_affiliation_strings":["Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Comput. Sch., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Comput. Sch., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035206167","display_name":"Baoxue Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoxue Zhang","raw_affiliation_strings":["School of Mathematics and Statistics and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Comput. Sch., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Comput. Sch., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005068793","display_name":"Jun Kong","orcid":"https://orcid.org/0000-0003-2551-4748","observed_orcids":["https://orcid.org/0000-0003-2551-4748"]},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Kong","raw_affiliation_strings":["Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","Sch. of Math., Northeast Normal Univ., Changchun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer School and Key Laboratory for Applied Statistics of MOE, Northeast Normal University, Changchun, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Sch. of Math., Northeast Normal Univ., Changchun","institution_ids":["https://openalex.org/I184983240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I184983240"],"apc_list":null,"apc_paid":null,"fwci":0.2668,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.40771115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0003000000142492354,"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"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain-mri-segmentation","display_name":"brain MRI segmentation","score":0.6710000038146973},{"id":"https://openalex.org/keywords/fuzzy-c-means-clustering","display_name":"fuzzy c-means clustering","score":0.8870000243186951},{"id":"https://openalex.org/keywords/intensity-inhomogeneity","display_name":"intensity inhomogeneity","score":0.9110000133514404},{"id":"https://openalex.org/keywords/gray-matter","display_name":"gray matter","score":0.5170000195503235},{"id":"https://openalex.org/keywords/white-matter","display_name":"white matter","score":0.9980000257492065},{"id":"https://openalex.org/keywords/cerebrospinal-fluid","display_name":"cerebrospinal fluid","score":1.0},{"id":"https://openalex.org/keywords/minimum-entropy-criterion","display_name":"minimum entropy criterion","score":0.7749999761581421},{"id":"https://openalex.org/keywords/tissue-classification","display_name":"tissue classification","score":0.5379999876022339},{"id":"https://openalex.org/keywords/membership-degree","display_name":"membership degree","score":0.6129999756813049}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7622182965278625},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.722187340259552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6965466141700745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.639783501625061},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6241198778152466},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6136376857757568},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6064593195915222},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5576653480529785},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.522114634513855},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4764716625213623},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46285027265548706},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43832895159721375},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10471653938293457},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe.2008.4696794","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2008.4696794","pdf_url":null,"source":{"id":"https://openalex.org/S4363608533","display_name":"IEEE International Conference on Bioinformatics and Bioengineering (BIBE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2008 8th IEEE International Conference on BioInformatics and BioEngineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4043000042438507,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W140092586","https://openalex.org/W1963558878","https://openalex.org/W2038533573","https://openalex.org/W2064819030","https://openalex.org/W2115242586","https://openalex.org/W2115772934","https://openalex.org/W2117770063","https://openalex.org/W2124706358","https://openalex.org/W2167343814","https://openalex.org/W2544979816","https://openalex.org/W6605755030"],"related_works":["https://openalex.org/W3135697610","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W1647606319","https://openalex.org/W2922442631","https://openalex.org/W4298130764","https://openalex.org/W4390494008","https://openalex.org/W2053596378","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,36],"of":[2,21,27,90,113,115],"magnetic":[3],"resonance":[4],"images":[5,41,130],"(MRI)":[6],"corrupted":[7],"by":[8,95],"intensity":[9,47],"inhomogeneity":[10],"is":[11,65,93,103],"a":[12,34,96,116],"challenging":[13],"problem":[14],"and":[15,44,71,131],"has":[16,125],"received":[17],"an":[18],"enormous":[19],"amount":[20],"attention":[22],"lately.":[23],"On":[24],"the":[25,28,56,79,88,91,111,133],"basis":[26],"local":[29],"image":[30],"model,":[31],"we":[32,50],"propose":[33],"different":[35],"method":[37],"for":[38,46,128],"MR":[39],"brain":[40],"without":[42],"estimation":[43],"correction":[45],"heterogeneity.":[48],"Firstly,":[49],"obtain":[51],"clustering":[52],"context":[53,92,108],"based":[54],"on":[55],"distributing":[57],"disciplinarian":[58],"in":[59,75,84,106],"anatomy":[60],"that":[61],"gray":[62],"matter":[63,69],"(GM)":[64],"always":[66],"between":[67],"white":[68],"(WM)":[70],"cerebrospinal":[72],"fluid":[73],"(CSF)":[74],"brain,":[76],"which":[77],"ensure":[78],"three":[80],"tissues":[81],"exist":[82],"together":[83],"each":[85,107,119],"one.":[86],"Then":[87],"size":[89],"optimized":[94],"minimum":[97],"entropy":[98],"criterion.":[99],"Finally,":[100],"FCM":[101],"algorithm":[102],"independently":[104],"performed":[105],"to":[109,118],"calculate":[110],"degree":[112],"membership":[114],"pixel":[117],"tissue":[120],"class.":[121],"The":[122],"proposed":[123],"methodology":[124],"been":[126],"evaluated":[127],"simulated":[129],"shown":[132],"better":[134],"results.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2025-10-10T00:00:00"}