{"id":"https://openalex.org/W2154238131","doi":"https://doi.org/10.1109/nabic.2009.5393660","title":"Comparative analysis of neural model and fuzzy model for MR brain tumor image segmentation","display_name":"Comparative analysis of neural model and fuzzy model for MR brain tumor image segmentation","publication_year":2009,"publication_date":"2009-12-01","ids":{"openalex":"https://openalex.org/W2154238131","doi":"https://doi.org/10.1109/nabic.2009.5393660","mag":"2154238131"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature & Biologically Inspired Computing (NaBIC)","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/A5044672544","display_name":"D. Jude Hemanth","orcid":"https://orcid.org/0000-0002-6091-1880"},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"D.Jude Hemanth","raw_affiliation_strings":["Department of ECE, Karunya University, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Karunya University, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083915188","display_name":"C. Kezi Selva Vijila","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C.Kezi Selva Vijila","raw_affiliation_strings":["Department of ECE, Karunya University, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Karunya University, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056312428","display_name":"J. Anitha","orcid":null},"institutions":[{"id":"https://openalex.org/I119668213","display_name":"Karunya University","ror":"https://ror.org/03k23nv15","country_code":"IN","type":"education","lineage":["https://openalex.org/I119668213"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"J. Anitha","raw_affiliation_strings":["Department of ECE, Karunya University, Coimbatore, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Karunya University, Coimbatore, India","institution_ids":["https://openalex.org/I119668213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044672544"],"corresponding_institution_ids":["https://openalex.org/I119668213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.20787702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1616","last_page":"1619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9993000030517578,"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":0.9993000030517578,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9975000023841858,"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/T10320","display_name":"Neural Networks and Applications","score":0.994700014591217,"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/learning-vector-quantization","display_name":"Learning vector quantization","score":0.7169522643089294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7050108909606934},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.678991436958313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6754117608070374},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5738024711608887},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5640621185302734},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5597779750823975},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5530180931091309},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5441088080406189},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37143516540527344},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.32352787256240845}],"concepts":[{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.7169522643089294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7050108909606934},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.678991436958313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6754117608070374},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5738024711608887},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5640621185302734},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5597779750823975},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5530180931091309},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5441088080406189},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37143516540527344},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.32352787256240845}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature & Biologically Inspired Computing (NaBIC)","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":16,"referenced_works":["https://openalex.org/W212426348","https://openalex.org/W1487718662","https://openalex.org/W2027616583","https://openalex.org/W2027645392","https://openalex.org/W2039423159","https://openalex.org/W2059432853","https://openalex.org/W2066584109","https://openalex.org/W2112617148","https://openalex.org/W2120613916","https://openalex.org/W2133755666","https://openalex.org/W2167428023","https://openalex.org/W2249846468","https://openalex.org/W2292828454","https://openalex.org/W3126453336","https://openalex.org/W4300407400","https://openalex.org/W6629234457"],"related_works":["https://openalex.org/W2360214423","https://openalex.org/W2156017042","https://openalex.org/W1647056466","https://openalex.org/W2137852660","https://openalex.org/W2515715595","https://openalex.org/W1522196789","https://openalex.org/W3207109968","https://openalex.org/W2336148757","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"Artificial":[0],"Neural":[1],"Networks":[2],"(ANN)":[3],"and":[4,43,51,120,137,146],"Fuzzy":[5,122],"systems":[6],"are":[7,62,79,105],"the":[8,38,65,100,109,121,129,156,160,166],"widely":[9],"preferred":[10],"artificial":[11],"intelligence":[12],"techniques":[13,61],"for":[14,155],"biological":[15],"computational":[16],"applications.":[17],"While":[18],"ANN":[19],"is":[20,46,88,96,139],"less":[21],"accurate":[22],"than":[23],"fuzzy":[24,27,132,161],"logic":[25],"systems,":[26],"theory":[28],"needs":[29],"expertise":[30],"knowledge":[31],"to":[32,49,98,107,128],"guarantee":[33],"high":[34],"accuracy.":[35],"Since":[36],"both":[37],"methodologies":[39],"possess":[40],"certain":[41],"advantages":[42],"disadvantages,":[44],"it":[45],"primarily":[47],"important":[48],"compare":[50],"contrast":[52],"these":[53,59,91],"two":[54,60],"techniques.":[55],"In":[56],"this":[57,82],"paper,":[58],"analyzed":[63],"in":[64,81,141,163],"context":[66],"of":[67,111,131,143,165],"MR":[68,76],"brain":[69,77],"tumor":[70],"image":[71],"segmentation.":[72],"Real":[73],"time":[74,148],"abnormal":[75],"images":[78],"used":[80,97,106],"work.":[83],"A":[84],"comprehensive":[85],"feature":[86],"vector":[87],"formed":[89],"from":[90],"images.":[92],"An":[93,134],"optimization":[94],"algorithm":[95,125],"select":[99],"significant":[101],"features.":[102],"These":[103],"features":[104],"train":[108],"representative":[110],"neural":[112,157],"networks":[113],"namely":[114],"Linear":[115],"Vector":[116],"Quantization":[117],"(LVQ)":[118],"network":[119],"C-means":[123],"(FCM)":[124],"which":[126],"belongs":[127],"category":[130],"systems.":[133],"extensive":[135],"analysis":[136],"comparison":[138],"performed":[140],"terms":[142,164],"segmentation":[144],"efficiency":[145],"convergence":[147],"period.":[149],"Experimental":[150],"results":[151,154],"show":[152],"promising":[153],"classifier":[158,162],"over":[159],"performance":[167],"measures.":[168]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}