{"id":"https://openalex.org/W4293192602","doi":"https://doi.org/10.32604/csse.2022.022402","title":"MRI Brain Tumor Segmentation with Intuitionist Possibilistic Fuzzy Clustering and Morphological Operations","display_name":"MRI Brain Tumor Segmentation with Intuitionist Possibilistic Fuzzy Clustering and Morphological Operations","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4293192602","doi":"https://doi.org/10.32604/csse.2022.022402"},"language":"en","primary_location":{"id":"doi:10.32604/csse.2022.022402","doi":"https://doi.org/10.32604/csse.2022.022402","is_oa":true,"landing_page_url":"https://doi.org/10.32604/csse.2022.022402","pdf_url":"https://file.techscience.com/ueditor/files/csse/TSP_CSSE-43-1/TSP_CSSE_22402/TSP_CSSE_22402.pdf","source":{"id":"https://openalex.org/S4210214087","display_name":"Computer Systems Science and Engineering","issn_l":"0267-6192","issn":["0267-6192","2766-4821"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Systems Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://file.techscience.com/ueditor/files/csse/TSP_CSSE-43-1/TSP_CSSE_22402/TSP_CSSE_22402.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5147523510","display_name":"Dr. J. Anitha","orcid":"https://orcid.org/0000-0002-0990-3738","observed_orcids":["https://orcid.org/0000-0002-0990-3738"]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"J. Anitha","raw_affiliation_strings":["Department of Information Technology, Sri Ramakrishna Engineering College, Coimbatore, 641022, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Sri Ramakrishna Engineering College, Coimbatore, 641022, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050996310","display_name":"M. Kalaiarasu","orcid":"https://orcid.org/0000-0002-5138-4329","observed_orcids":["https://orcid.org/0000-0002-5138-4329"]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Kalaiarasu","raw_affiliation_strings":["Department of Information Technology, Sri Ramakrishna Engineering College, Coimbatore, 641022, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Sri Ramakrishna Engineering College, Coimbatore, 641022, India","institution_ids":["https://openalex.org/I88187127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5147523510"],"corresponding_institution_ids":["https://openalex.org/I88187127"],"apc_list":null,"apc_paid":null,"fwci":0.1387,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.2981431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"43","issue":"1","first_page":"363","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9932000041007996,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9932000041007996,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0066999997943639755,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain-tumor-segmentation","display_name":"brain tumor segmentation","score":1.0},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"magnetic resonance imaging","score":0.6610000133514404},{"id":"https://openalex.org/keywords/morphological-operations","display_name":"morphological operations","score":0.9879999756813049},{"id":"https://openalex.org/keywords/image-denoising","display_name":"image denoising","score":0.9269999861717224},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9580000042915344},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.47999998927116394}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7487245798110962},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6987581849098206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6025771498680115},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5690333247184753},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5454784035682678},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.49997544288635254},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48768436908721924},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.4798123836517334},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4271085262298584},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4263139069080353},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3640696406364441},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35753750801086426},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16527816653251648},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1549953818321228},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1463146209716797}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/csse.2022.022402","doi":"https://doi.org/10.32604/csse.2022.022402","is_oa":true,"landing_page_url":"https://doi.org/10.32604/csse.2022.022402","pdf_url":"https://file.techscience.com/ueditor/files/csse/TSP_CSSE-43-1/TSP_CSSE_22402/TSP_CSSE_22402.pdf","source":{"id":"https://openalex.org/S4210214087","display_name":"Computer Systems Science and Engineering","issn_l":"0267-6192","issn":["0267-6192","2766-4821"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Systems Science and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/csse.2022.022402","doi":"https://doi.org/10.32604/csse.2022.022402","is_oa":true,"landing_page_url":"https://doi.org/10.32604/csse.2022.022402","pdf_url":"https://file.techscience.com/ueditor/files/csse/TSP_CSSE-43-1/TSP_CSSE_22402/TSP_CSSE_22402.pdf","source":{"id":"https://openalex.org/S4210214087","display_name":"Computer Systems Science and Engineering","issn_l":"0267-6192","issn":["0267-6192","2766-4821"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Systems Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8560000061988831,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293192602.pdf","grobid_xml":"https://content.openalex.org/works/W4293192602.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W145436905","https://openalex.org/W1590651587","https://openalex.org/W1968792464","https://openalex.org/W1985215121","https://openalex.org/W1995450389","https://openalex.org/W2012937697","https://openalex.org/W2065196932","https://openalex.org/W2090390875","https://openalex.org/W2135018950","https://openalex.org/W2151294646","https://openalex.org/W2159697462","https://openalex.org/W2162730790","https://openalex.org/W2171743875","https://openalex.org/W2181692404","https://openalex.org/W2182908404","https://openalex.org/W2183915566","https://openalex.org/W2185269119","https://openalex.org/W2187080220","https://openalex.org/W2313596430","https://openalex.org/W2319017187","https://openalex.org/W2332890123","https://openalex.org/W2774595495","https://openalex.org/W2938134567","https://openalex.org/W6666286807","https://openalex.org/W6686131621"],"related_works":["https://openalex.org/W2938134567","https://openalex.org/W4296240629","https://openalex.org/W2537113403","https://openalex.org/W3211199677","https://openalex.org/W4296619088","https://openalex.org/W4236373748","https://openalex.org/W4387566449","https://openalex.org/W2786294364","https://openalex.org/W2336319895","https://openalex.org/W3208630296"],"abstract_inverted_index":{"Digital":[0],"Image":[1,192],"Processing":[2],"(DIP)":[3],"is":[4,26,33,44,54,105,127,156,194,208,245],"a":[5],"well-developed":[6],"field":[7],"in":[8,165],"the":[9,71,180,221],"biological":[10],"sciences":[11],"which":[12,53,164],"involves":[13],"classification":[14],"and":[15,58,88,94,161,189,268],"detection":[16,32,65],"of":[17,75,90,150,224],"tumour.":[18],"In":[19],"medical":[20,51,57,76],"science,":[21],"automatic":[22],"brain":[23,63,99,113,145,186],"tumor":[24,31,64,79,187],"diagnosis":[25,80],"an":[27,48],"important":[28],"phase.":[29],"Brain":[30,78],"performed":[34,82],"by":[35,47,134,197,211,247],"Computer-Aided":[36],"Diagnosis":[37],"(CAD)":[38],"systems.":[39],"The":[40,124,176,205,254],"human":[41],"image":[42],"creation":[43],"greatly":[45,195,209],"achieved":[46,196],"approach":[49],"namely":[50],"imaging":[52,102],"exploited":[55],"for":[56,83,144,159,237],"research":[59,73],"purposes.":[60],"Recently":[61],"Automatic":[62],"from":[66,98],"MRI":[67],"images":[68,225],"has":[69],"become":[70],"emerging":[72],"area":[74,89],"research.":[77],"mainly":[81,128],"obtaining":[84],"exact":[85,239],"location,":[86],"orientation":[87],"abnormal":[91],"tissues.":[92],"Cancer":[93],"edema":[95],"regions":[96],"inference":[97],"magnetic":[100],"resonance":[101],"(MRI)":[103],"information":[104],"considered":[106],"to":[107,112,174,264],"be":[108],"great":[109],"challenge":[110],"due":[111],"tumors":[114,240],"complex":[115],"structure,":[116],"blurred":[117],"borders,":[118],"besides":[119],"exterior":[120],"features":[121],"like":[122],"noise.":[123,175],"noise":[125],"compassion":[126],"reduced":[129],"along":[130,214,231],"with":[131,141,215,232,249],"segmentation":[132,193,252],"stability":[133,207],"suggesting":[135],"efficient":[136],"hybrid":[137],"clustering":[138,213,216],"method":[139],"merged":[140],"morphological":[142,162,229],"process":[143],"cancer":[146],"segmentation.":[147],"Combined":[148],"form":[149],"Median":[151,234],"Modified":[152],"Wiener":[153],"filter":[154],"(CMMWF)":[155],"chiefly":[157],"deployed":[158],"denoising,":[160],"operations":[163,230],"turn":[166],"eliminate":[167],"nonbrain":[168],"tissue,":[169],"efficiently":[170],"dropping":[171],"technique\u2019s":[172],"sensitivity":[173,218],"proposed":[177],"system":[178],"contains":[179],"main":[181],"phases":[182],"such":[183],"as":[184],"preprocessing,":[185],"extraction":[188],"post":[190,222],"processing.":[191],"presenting":[198],"Intuitionist":[199],"Possibilistic":[200],"Fuzzy":[201],"Clustering":[202],"(IPFC)":[203],"algorithm.":[204],"algorithm\u2019s":[206],"enhanced":[210],"this":[212],"parameters":[217],"reduction.":[219],"Then,":[220],"processing":[223],"are":[226],"done":[227],"through":[228],"Hybrid":[233],"filtering":[235],"(HMF)":[236],"attaining":[238],"representations.":[241],"Additionally,":[242],"suggested":[243,258],"algorithm":[244,259],"substantiated":[246],"comparing":[248],"other":[250],"existing":[251],"algorithms.":[253],"outcomes":[255,262],"reveal":[256],"that":[257],"achieves":[260],"improved":[261],"pertaining":[263],"accuracy,":[265],"sensitivity,":[266],"specificity,":[267],"recall.":[269]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-08-27T00:00:00"}
