{"id":"https://openalex.org/W2170805082","doi":"https://doi.org/10.1109/fuzzy.2010.5584178","title":"A new fuzzy approach to brain tumor segmentation","display_name":"A new fuzzy approach to brain tumor segmentation","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2170805082","doi":"https://doi.org/10.1109/fuzzy.2010.5584178","mag":"2170805082"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","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/A5055879616","display_name":"Nelly Gordillo","orcid":"https://orcid.org/0000-0003-2931-7637"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nelly Gordillo","raw_affiliation_strings":["Department of Automatic Control (ESAII), Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control (ESAII), Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083802173","display_name":"E. Montseny","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduard Montseny","raw_affiliation_strings":["Department of Automatic Control (ESAII), Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Automatic Control (ESAII), Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041776093","display_name":"Pilar Sobrevilla","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pilar Sobrevilla","raw_affiliation_strings":["Department of Applied Mathematics II, Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics II, Universitat Polilt\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055879616"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":1.2749,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.8288324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.996399998664856,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7705593705177307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.74160236120224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6683196425437927},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6419150829315186},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5707809329032898},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5336495041847229},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4626823961734772},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.44499388337135315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3821389675140381}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7705593705177307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74160236120224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6683196425437927},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6419150829315186},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5707809329032898},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5336495041847229},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4626823961734772},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.44499388337135315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3821389675140381}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W96835562","https://openalex.org/W1502066431","https://openalex.org/W1504175076","https://openalex.org/W1576648105","https://openalex.org/W1833820394","https://openalex.org/W1978931933","https://openalex.org/W2006909636","https://openalex.org/W2043300532","https://openalex.org/W2044625358","https://openalex.org/W2059925738","https://openalex.org/W2091073327","https://openalex.org/W2098056602","https://openalex.org/W2111636178","https://openalex.org/W2115638141","https://openalex.org/W2116654471","https://openalex.org/W2119737461","https://openalex.org/W2132358780","https://openalex.org/W2136659826","https://openalex.org/W2139885369","https://openalex.org/W2146874823","https://openalex.org/W2150654863","https://openalex.org/W2155368608","https://openalex.org/W2157270343","https://openalex.org/W2160109814","https://openalex.org/W2165200451","https://openalex.org/W2171890357","https://openalex.org/W2419433431","https://openalex.org/W6603876900","https://openalex.org/W6634534800","https://openalex.org/W6638838249","https://openalex.org/W6877118713"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703","https://openalex.org/W3199300986"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4],"a":[5,57],"fully":[6,48],"automatic":[7,49],"and":[8,21,47,56],"unsupervised":[9,46],"brain":[10],"tumor":[11],"segmentation":[12,86],"method":[13,59],"which":[14],"considers":[15],"human":[16],"knowledge.":[17],"The":[18,71],"expert":[19],"knowledge":[20],"the":[22,26,37,40,45,66,78,85],"features":[23],"derived":[24],"from":[25],"MR":[27],"images":[28],"are":[29,54],"coupled":[30],"to":[31,36,64,77],"define":[32],"heuristic":[33],"rules":[34],"aimed":[35],"design":[38],"of":[39],"fuzzy":[41],"approach.":[42],"To":[43],"assess":[44],"segmentation,":[50],"intensity-based":[51],"objective":[52],"measures":[53],"defined,":[55],"new":[58],"for":[60],"obtaining":[61],"membership":[62],"functions":[63],"suit":[65],"MRI":[67],"data":[68],"is":[69,74,87],"introduced.":[70],"proposed":[72],"approach":[73],"quantitatively":[75],"comparable":[76],"most":[79],"accurate":[80],"existing":[81],"methods,":[82],"even":[83],"though":[84],"done":[88],"in":[89],"2D.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}