{"id":"https://openalex.org/W4385462083","doi":"https://doi.org/10.3233/jifs-232493","title":"Brain tumor segmentation and classification with hybrid clustering, probabilistic neural networks","display_name":"Brain tumor segmentation and classification with hybrid clustering, probabilistic neural networks","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385462083","doi":"https://doi.org/10.3233/jifs-232493"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-232493","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-232493","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5025925474","display_name":"Mohammad Javeed","orcid":"https://orcid.org/0000-0002-7111-1192"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M.D. Javeed","raw_affiliation_strings":["Department of od ECE and Director, IQAC, Princeton Institute of Engineering and Technology for Women, Hyderabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of od ECE and Director, IQAC, Princeton Institute of Engineering and Technology for Women, Hyderabad, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058384307","display_name":"Regonda Nagaraju","orcid":"https://orcid.org/0000-0002-9850-1721"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Regonda Nagaraju","raw_affiliation_strings":["Department of CSE \u2013 AI&ML, School of Engineering, Mallareddy University, Hyderabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE \u2013 AI&ML, School of Engineering, Mallareddy University, Hyderabad, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029916483","display_name":"C. Raja","orcid":"https://orcid.org/0000-0001-7351-3403"},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raja Chandrasekaran","raw_affiliation_strings":["Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science and Technology, Chennai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science and Technology, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067014331","display_name":"Govinda Rajulu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Govinda Rajulu","raw_affiliation_strings":["Department of Computer Science and Design, St Martins Engineering college, Secundrabad, Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Design, St Martins Engineering college, Secundrabad, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056922324","display_name":"Praveen Tumuluru","orcid":"https://orcid.org/0000-0001-9426-205X"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praveen Tumuluru","raw_affiliation_strings":["Department of CSE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, AP, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, AP, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101467484","display_name":"M. Ramesh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109276","display_name":"National Institute of Technology Goa","ror":"https://ror.org/01vmfpj79","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210109276"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Ramesh","raw_affiliation_strings":["Department of CSE, National Institute of Technology, Goa, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, National Institute of Technology, Goa, India","institution_ids":["https://openalex.org/I4210109276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105976640","display_name":"Sanjay Kumar Suman","orcid":"https://orcid.org/0000-0003-1978-2287"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sanjay Kumar Suman","raw_affiliation_strings":["Department of ECE, and Dean R&D, St. Martin\u2019s Engineering College Secunderabad Telangana, India","Department of ECE, and Dean R&D, St. Martin's Engineering College Secunderabad Telangana, India"],"affiliations":[{"raw_affiliation_string":"Department of ECE, and Dean R&D, St. Martin\u2019s Engineering College Secunderabad Telangana, India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, and Dean R&D, St. Martin's Engineering College Secunderabad Telangana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101652728","display_name":"Rajeev Shrivastava","orcid":"https://orcid.org/0000-0001-7907-3701"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajeev Shrivastava","raw_affiliation_strings":["Princeton Institute of Engineering and Technology for Women, Hyderabad, Telangana, India","E-mail:"],"affiliations":[{"raw_affiliation_string":"Princeton Institute of Engineering and Technology for Women, Hyderabad, Telangana, India","institution_ids":[]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5105976640"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5252,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90005708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"45","issue":"4","first_page":"6485","last_page":"6500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9919999837875366,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9854999780654907,"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/computer-science","display_name":"Computer science","score":0.8022175431251526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7525343298912048},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7100605964660645},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6904563307762146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5987077355384827},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4976060688495636},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48762741684913635},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4792478084564209},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4647008776664734},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4543735682964325}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8022175431251526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7525343298912048},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7100605964660645},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6904563307762146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5987077355384827},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4976060688495636},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48762741684913635},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4792478084564209},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4647008776664734},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4543735682964325}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-232493","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-232493","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1495665853","https://openalex.org/W1536266814","https://openalex.org/W1588806154","https://openalex.org/W1972098431","https://openalex.org/W2002659820","https://openalex.org/W2063131317","https://openalex.org/W2098633863","https://openalex.org/W2109224747","https://openalex.org/W2113131123","https://openalex.org/W2117553021","https://openalex.org/W2135705692","https://openalex.org/W2137050582","https://openalex.org/W2147601519","https://openalex.org/W2150141984","https://openalex.org/W2158800416","https://openalex.org/W2403729827","https://openalex.org/W2473324660","https://openalex.org/W2539869562","https://openalex.org/W2610758556","https://openalex.org/W2613696505","https://openalex.org/W2735947739","https://openalex.org/W2763211814","https://openalex.org/W2765490497","https://openalex.org/W2767140395","https://openalex.org/W2772670363","https://openalex.org/W2782920681","https://openalex.org/W2791566664","https://openalex.org/W2804455851","https://openalex.org/W2885487118","https://openalex.org/W2899333919","https://openalex.org/W2909533222","https://openalex.org/W2911155111","https://openalex.org/W2921483513","https://openalex.org/W2946194997","https://openalex.org/W2955805844","https://openalex.org/W2964194498","https://openalex.org/W2964330706","https://openalex.org/W2966076645","https://openalex.org/W2969326038","https://openalex.org/W2984619469","https://openalex.org/W2986352385","https://openalex.org/W2994715578","https://openalex.org/W3003790196","https://openalex.org/W3011430986","https://openalex.org/W3013952416","https://openalex.org/W3017969688","https://openalex.org/W3033449993","https://openalex.org/W3046972687","https://openalex.org/W3047166296","https://openalex.org/W3049752087","https://openalex.org/W3082276753","https://openalex.org/W3082722549","https://openalex.org/W3083692688","https://openalex.org/W3084741591","https://openalex.org/W3103929117","https://openalex.org/W3105505025","https://openalex.org/W3106310598","https://openalex.org/W3106435750","https://openalex.org/W3108626180","https://openalex.org/W3110344656","https://openalex.org/W3118656209","https://openalex.org/W3127167602","https://openalex.org/W3136979370","https://openalex.org/W3169587585","https://openalex.org/W3176598563","https://openalex.org/W3198503790","https://openalex.org/W4312292395","https://openalex.org/W4362653758","https://openalex.org/W6675126792","https://openalex.org/W6681817508","https://openalex.org/W6682124897","https://openalex.org/W6745238385"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2494523064","https://openalex.org/W2132641928","https://openalex.org/W2943623134","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2215759665","https://openalex.org/W2083665254","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0],"process":[1,30],"of":[2,7,48,76,126,143,179],"partitioning":[3],"into":[4],"different":[5,13,37],"objects":[6,38],"an":[8],"image":[9,161],"is":[10,31,62,132,138],"segmentation.":[11],"In":[12,80],"major":[14],"fields":[15],"like":[16],"face":[17],"tracking,":[18],"Satellite,":[19],"Object":[20],"Identification,":[21],"Remote":[22],"Sensing":[23],"and":[24,46,123,162,168],"majorly":[25],"in":[26,39,51,64,72,118,134,172,177],"medical":[27],"field":[28],"segmentation":[29,158],"very":[32],"important":[33],"to":[34,114],"find":[35],"the":[36,40,44,68,74,90,116,173,184,188],"image.":[41],"To":[42,120],"investigate":[43],"functions":[45],"processes":[47],"human":[49],"boy":[50],"radiology":[52],"magnetic":[53],"resonance":[54],"imaging":[55],"(MRI)":[56],"will":[57],"be":[58],"used.":[59],"MRI":[60],"technique":[61],"using":[63],"many":[65],"hospitals":[66],"for":[67,88,130,157],"diagnosis":[69],"purpose":[70],"widely":[71],"finding":[73],"stage":[75],"a":[77,85,128,141],"particular":[78],"disease.":[79],"this":[81,135],"paper,":[82],"we":[83],"proposed":[84,111,180],"new":[86],"method":[87],"detecting":[89],"tumor":[91,117],"with":[92,140,146],"enhanced":[93],"performance":[94],"over":[95],"traditional":[96,189],"techniques":[97],"such":[98],"as":[99],"K-Means":[100],"Clustering,":[101],"fuzzy":[102],"c":[103],"means":[104],"(FCM).":[105],"Different":[106],"research":[107],"methods":[108],"have":[109],"been":[110],"by":[112,152],"researchers":[113],"detect":[115],"brain.":[119],"classify":[121],"normal":[122],"abnormal":[124],"form":[125],"brain,":[127],"system":[129],"screening":[131],"discussed":[133],"paper":[136],"which":[137],"developed":[139],"framework":[142],"artificial":[144],"intelligence":[145],"deep":[147],"learning":[148],"probabilistic":[149],"neural":[150],"networks":[151],"focusing":[153],"on":[154,159],"hybrid":[155],"clustering":[156],"brain":[160],"crystal":[163],"contrast":[164],"enhancement.":[165],"Feature\u2019s":[166],"extraction":[167],"classification":[169],"are":[170],"included":[171],"developing":[174],"process.":[175],"Performance":[176],"Simulation":[178],"design":[181],"has":[182],"shown":[183],"superior":[185],"results":[186],"than":[187],"methods.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":17}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
