{"id":"https://openalex.org/W2111255631","doi":"https://doi.org/10.1109/fuzzy.2010.5584824","title":"A novel fuzzy based framework for detection of clustered microcalcification in mammograms","display_name":"A novel fuzzy based framework for detection of clustered microcalcification in mammograms","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2111255631","doi":"https://doi.org/10.1109/fuzzy.2010.5584824","mag":"2111255631"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584824","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/A5044042472","display_name":"Farhang Sahba","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Farhang Sahba","raw_affiliation_strings":["Department of electrical and computer Engineering, Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of electrical and computer Engineering, Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110261204","display_name":"A. Venetsanopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anastasios Venetsanopoulos","raw_affiliation_strings":["Department of electrical and computer Engineering, University of Toronto, Toronto, Canada","Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of electrical and computer Engineering, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044042472"],"corresponding_institution_ids":["https://openalex.org/I530967"],"apc_list":null,"apc_paid":null,"fwci":1.8042,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8760226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9959999918937683,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9912999868392944,"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/microcalcification","display_name":"Microcalcification","score":0.9038113951683044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721233069896698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6937224268913269},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.61060631275177},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.5995197296142578},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5930638909339905},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.570712685585022},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5485374331474304},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5262481570243835},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4728712737560272},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.35500937700271606},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1967187225818634},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.09013909101486206}],"concepts":[{"id":"https://openalex.org/C2781129008","wikidata":"https://www.wikidata.org/wiki/Q1933877","display_name":"Microcalcification","level":5,"score":0.9038113951683044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721233069896698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6937224268913269},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.61060631275177},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.5995197296142578},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5930638909339905},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.570712685585022},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5485374331474304},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5262481570243835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4728712737560272},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.35500937700271606},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1967187225818634},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.09013909101486206},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584824","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W191420829","https://openalex.org/W590777244","https://openalex.org/W1739199097","https://openalex.org/W1984428278","https://openalex.org/W1999945262","https://openalex.org/W2017977879","https://openalex.org/W2021376654","https://openalex.org/W2027594868","https://openalex.org/W2030330616","https://openalex.org/W2041280856","https://openalex.org/W2043979709","https://openalex.org/W2045934756","https://openalex.org/W2050883594","https://openalex.org/W2082647352","https://openalex.org/W2090588821","https://openalex.org/W2102810967","https://openalex.org/W2103774398","https://openalex.org/W2132885717","https://openalex.org/W2133059825","https://openalex.org/W2152034657","https://openalex.org/W2160343542","https://openalex.org/W2163714625","https://openalex.org/W2166083436","https://openalex.org/W6607694478"],"related_works":["https://openalex.org/W40785385","https://openalex.org/W2378946663","https://openalex.org/W2031284012","https://openalex.org/W2354834859","https://openalex.org/W2340621660","https://openalex.org/W4378191048","https://openalex.org/W3190666406","https://openalex.org/W2328635413","https://openalex.org/W1540588256","https://openalex.org/W2306216960"],"abstract_inverted_index":{"This":[0,57],"paper":[1],"outlines":[2],"a":[3,30,60,86,102,127],"new":[4,61],"method":[5,64,73,104,161],"for":[6,65],"automatic":[7],"detection":[8,67],"of":[9,16,68,75,97,121,135,143],"microcalcification":[10,17,69,99],"clusters":[11,40],"in":[12,25,34],"mammograms.":[13],"The":[14,71,153],"presence":[15],"clusters,":[18],"which":[19],"appear":[20],"as":[21],"small":[22],"bright":[23],"spots":[24],"mammographic":[26],"images,":[27],"is":[28,83,91,111,146],"considered":[29],"very":[31],"important":[32],"sign":[33],"breast":[35,81,171],"cancer":[36,172],"diagnosis.":[37,173],"However,":[38],"such":[39],"can":[41,162],"be":[42],"hard":[43],"to":[44,47,93,113],"detect":[45,163],"due":[46],"their":[48],"size":[49],"and":[50,126,157],"low":[51],"contrast":[52,89,96],"from":[53],"surrounding":[54],"normal":[55],"tissue.":[56],"work":[58],"presents":[59],"fuzzy":[62,88,107],"based":[63,105,148],"the":[66,80,95,98,115,119,133,141],"clusters.":[70],"proposed":[72],"consists":[74],"four":[76],"major":[77],"steps.":[78],"First,":[79],"area":[82],"extracted.":[84],"Then":[85],"powerful":[87],"adaptation":[90],"employed":[92],"highlight":[94],"spots.":[100],"Next,":[101],"thresholding":[103],"on":[106,149],"sets":[108],"type":[109],"II":[110],"used":[112],"extract":[114],"candidate":[116],"points.":[117],"Finally,":[118],"features":[120],"these":[122,139],"points":[123],"are":[124,155],"extracted":[125],"support":[128],"vector":[129],"machine":[130],"classifier":[131],"distinguishes":[132],"location":[134],"real":[136],"microcalcifications.":[137],"During":[138],"steps,":[140],"selection":[142],"appropriate":[144],"parameters":[145],"performed":[147],"local":[150],"image":[151],"characteristics.":[152],"results":[154],"promising":[156],"show":[158],"that":[159],"this":[160],"microcalcifications":[164],"effectively,":[165],"making":[166],"it":[167],"useful":[168],"towards":[169],"computer-aided":[170]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
