{"id":"https://openalex.org/W2124440869","doi":"https://doi.org/10.1109/fuzzy.2005.1452388","title":"Segmentation and Classification of Cervix Lesions by Pattern and Texture Analysis","display_name":"Segmentation and Classification of Cervix Lesions by Pattern and Texture Analysis","publication_year":2005,"publication_date":"2005-07-27","ids":{"openalex":"https://openalex.org/W2124440869","doi":"https://doi.org/10.1109/fuzzy.2005.1452388","mag":"2124440869"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2005.1452388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","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/A5012261447","display_name":"Bhakti Tulpule","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Tulpule","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas Tech University, USA","Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas Tech University, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017126063","display_name":"Shuyu Yang","orcid":"https://orcid.org/0000-0002-0537-7515"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuyu Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas Tech University, USA","Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas Tech University, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111922758","display_name":"Yeshwanth Srinivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Srinivasan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas Tech University, USA","Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas Tech University, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065358142","display_name":"S. Mitra","orcid":null},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Mitra","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas Tech University, USA","Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas Tech University, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041609210","display_name":"Brian Nutter","orcid":"https://orcid.org/0009-0006-3033-3596"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B. Nutter","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Texas Tech University, USA","Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Texas Tech University, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., Texas Tech. Univ., Lubbock, TX","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":0.2465,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.53598446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9829999804496765,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9829999804496765,"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/segmentation","display_name":"Segmentation","score":0.6943775415420532},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.6734104752540588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5861679911613464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5552572011947632},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5512420535087585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.537301242351532},{"id":"https://openalex.org/keywords/cervix","display_name":"Cervix","score":0.5039030909538269},{"id":"https://openalex.org/keywords/colposcopy","display_name":"Colposcopy","score":0.49799156188964844},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48391109704971313},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.46698611974716187},{"id":"https://openalex.org/keywords/vascularity","display_name":"Vascularity","score":0.45760297775268555},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.41888493299484253},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39100325107574463},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.31709492206573486},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2812877893447876},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2702159285545349}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6943775415420532},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.6734104752540588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5861679911613464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5552572011947632},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5512420535087585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.537301242351532},{"id":"https://openalex.org/C2777740455","wikidata":"https://www.wikidata.org/wiki/Q666412","display_name":"Cervix","level":3,"score":0.5039030909538269},{"id":"https://openalex.org/C2776117191","wikidata":"https://www.wikidata.org/wiki/Q912741","display_name":"Colposcopy","level":4,"score":0.49799156188964844},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48391109704971313},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.46698611974716187},{"id":"https://openalex.org/C178596483","wikidata":"https://www.wikidata.org/wiki/Q7916472","display_name":"Vascularity","level":2,"score":0.45760297775268555},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.41888493299484253},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39100325107574463},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.31709492206573486},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2812877893447876},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2702159285545349},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2005.1452388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1494835820","https://openalex.org/W1966159053","https://openalex.org/W1990368529","https://openalex.org/W2044309843","https://openalex.org/W2073817266","https://openalex.org/W2094418440","https://openalex.org/W2096098213","https://openalex.org/W2099632444","https://openalex.org/W2110304042","https://openalex.org/W2113076747","https://openalex.org/W2133059825","https://openalex.org/W2153545592","https://openalex.org/W2161877964","https://openalex.org/W2224130919","https://openalex.org/W2268344871","https://openalex.org/W6629653490"],"related_works":["https://openalex.org/W1953262712","https://openalex.org/W1975616345","https://openalex.org/W4252835526","https://openalex.org/W2405357586","https://openalex.org/W2492526875","https://openalex.org/W2341860936","https://openalex.org/W2946973307","https://openalex.org/W2076074373","https://openalex.org/W3010350596","https://openalex.org/W2016546259"],"abstract_inverted_index":{"This":[0],"work":[1],"aims":[2],"at":[3,193],"automated":[4,145],"segmentation":[5,29,146],"of":[6,13,28,57,118,147,157,165,174,182],"major":[7,55],"lesions":[8,175,184],"observed":[9],"in":[10,59,108,162,180],"early":[11,163],"stages":[12],"cervical":[14,166,187],"cancer":[15,22,188],"which":[16,132],"is":[17,30,47,63,130,142],"the":[18,34,60,73,81,109,123,136,148],"second":[19],"most":[20],"common":[21],"among":[23],"women":[24],"worldwide.":[25],"The":[26,51,94],"purpose":[27],"to":[31,39],"automatically":[32,86],"determine":[33],"location":[35],"for":[36,42,144],"a":[37,44,54,68,116,127],"biopsy":[38],"be":[40,190],"taken":[41],"diagnosis,":[43],"process":[45],"that":[46,186],"currently":[48],"done":[49],"manually.":[50],"acetowhite":[52,74],"region,":[53,75],"indicator":[56],"abnormality":[58],"cervix":[61,158],"image,":[62],"first":[64],"segmented":[65],"by":[66,91,115],"using":[67,151],"nonconvex":[69],"optimization":[70],"approach.":[71],"Within":[72],"other":[76],"abnormal":[77,95,112,139],"features":[78,96],"such":[79],"as":[80],"mosaic":[82,149],"patterns":[83,150],"are":[84,97,160],"then":[85],"classified":[87],"from":[88,99],"nonmosaic":[89],"regions":[90,113,140],"texture":[92,128],"analysis.":[93],"obtained":[98],"skeletonized":[100],"vascular":[101,125],"structures":[102],"uniquely":[103],"representing":[104],"typical":[105],"vascularity":[106],"embedded":[107],"normal":[110,137],"and":[111,138,141,155],"extracted":[114,124],"series":[117],"mathematical":[119],"morphological":[120],"operations.":[121],"From":[122],"structure":[126],"feature":[129],"identified":[131],"clearly":[133],"distinguishes":[134],"between":[135],"used":[143],"fuzzy":[152],"c-means.":[153],"Analysis":[154],"interpretation":[156],"images":[159],"important":[161],"detection":[164],"lesions.":[167],"Automated":[168],"image":[169],"analysis":[170],"provides":[171],"quantitative":[172],"description":[173],"thus":[176],"less":[177],"subjective":[178],"variability":[179],"monitoring":[181],"chronic":[183],"so":[185],"can":[189],"treated":[191],"effectively":[192],"its":[194],"onset":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
