{"id":"https://openalex.org/W2099355643","doi":"https://doi.org/10.1109/icsmc.2009.5346269","title":"Combination of nonlinear filters and ANN for detection of microcalcifications in digitized mammography","display_name":"Combination of nonlinear filters and ANN for detection of microcalcifications in digitized mammography","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2099355643","doi":"https://doi.org/10.1109/icsmc.2009.5346269","mag":"2099355643"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","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/A5051960674","display_name":"J. Quintanilla-Dom\u00ednguez","orcid":"https://orcid.org/0000-0003-2442-2032"},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Quintanilla-Dominguez","raw_affiliation_strings":["Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]},{"raw_affiliation_string":"Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047857014","display_name":"M. G. Cortina-Januchs","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. G. Cortina-Januchs","raw_affiliation_strings":["Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]},{"raw_affiliation_string":"Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050654737","display_name":"Aleksandar Jevti\u0107","orcid":"https://orcid.org/0000-0003-4229-2606"},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aleksandar Jevtic","raw_affiliation_strings":["Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]},{"raw_affiliation_string":"Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007955803","display_name":"Diego Andina","orcid":"https://orcid.org/0000-0001-7036-2646"},"institutions":[{"id":"https://openalex.org/I4210125392","display_name":"Centre for Automation and Robotics","ror":"https://ror.org/02wh02235","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210125392","https://openalex.org/I88060688"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Andina","raw_affiliation_strings":["Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Group for Automation in Signals and Communications, Technical University Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I4210125392"]},{"raw_affiliation_string":"Technical University of Madrid., Group for Automation in Signals and Communications., Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048740844","display_name":"Jos\u00e9 Miguel Barr\u00f3n-Adame","orcid":"https://orcid.org/0000-0001-8308-9474"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. M. Barron-Adame","raw_affiliation_strings":["Laboratorio de Inteligencia Computacional, University of Guanajuato, Guanajuato, Mexico","University of Guanajuato, Laboratorio de Inteligencia Computacional, Guanajuato, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio de Inteligencia Computacional, University of Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"University of Guanajuato, Laboratorio de Inteligencia Computacional, Guanajuato, Mexico#TAB#","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059407484","display_name":"A. Vega-Corona","orcid":null},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"A. Vega-Corona","raw_affiliation_strings":["Laboratorio de Inteligencia Computacional, University of Guanajuato, Guanajuato, Mexico","University of Guanajuato, Laboratorio de Inteligencia Computacional, Guanajuato, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio de Inteligencia Computacional, University of Guanajuato, Guanajuato, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"University of Guanajuato, Laboratorio de Inteligencia Computacional, Guanajuato, Mexico#TAB#","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9059,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80951824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1516","last_page":"1520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9894999861717224,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9866999983787537,"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/computer-science","display_name":"Computer science","score":0.6904100775718689},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6787201166152954},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6583496928215027},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6071423888206482},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.600924551486969},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.5758745074272156},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5482653975486755},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5406074523925781},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5267393589019775},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4965410828590393},{"id":"https://openalex.org/keywords/adaptive-histogram-equalization","display_name":"Adaptive histogram equalization","score":0.4447004199028015},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4232473373413086},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3239009380340576},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2950981855392456},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.25103309750556946},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1523398458957672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904100775718689},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6787201166152954},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6583496928215027},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6071423888206482},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.600924551486969},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.5758745074272156},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5482653975486755},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5406074523925781},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5267393589019775},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4965410828590393},{"id":"https://openalex.org/C30387639","wikidata":"https://www.wikidata.org/wiki/Q4680744","display_name":"Adaptive histogram equalization","level":5,"score":0.4447004199028015},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4232473373413086},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3239009380340576},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2950981855392456},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.25103309750556946},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1523398458957672},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2009.5346269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8500000238418579,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W292544994","https://openalex.org/W1496967743","https://openalex.org/W1834701464","https://openalex.org/W1866849256","https://openalex.org/W1990517717","https://openalex.org/W2001466308","https://openalex.org/W2020402396","https://openalex.org/W2041925493","https://openalex.org/W2050883594","https://openalex.org/W2064266908","https://openalex.org/W2103763210","https://openalex.org/W2107194725","https://openalex.org/W2135397001","https://openalex.org/W2138301942","https://openalex.org/W2140020885","https://openalex.org/W2140546156","https://openalex.org/W2142476243"],"related_works":["https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W2122866860","https://openalex.org/W2134986978","https://openalex.org/W2165297163","https://openalex.org/W2398368608","https://openalex.org/W1583737874","https://openalex.org/W1994424557","https://openalex.org/W2024449420","https://openalex.org/W3084145657"],"abstract_inverted_index":{"Breast":[0],"cancer":[1],"is":[2,31],"one":[3],"of":[4,15,26,50,56,76],"the":[5,12,29,37,48,92],"leading":[6],"causes":[7],"to":[8,33],"women":[9],"mortality":[10],"in":[11,18,52,98],"world.":[13],"Cluster":[14],"Microcalcifications":[16],"(MCCs)":[17],"mammograms":[19,53],"can":[20,95],"be":[21],"an":[22,99],"important":[23,32],"early":[24],"sign":[25],"breast":[27],"cancer,":[28],"detection":[30,49,66],"prevent":[34],"and":[35,74],"treat":[36],"disease.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42],"present":[43],"a":[44],"novel":[45],"method":[46,94],"for":[47],"MCCs":[51,64,97],"which":[54],"consists":[55],"image":[57],"enhancement":[58],"by":[59,67,80],"histogram":[60],"adaptive":[61],"equalization":[62],"technique,":[63],"edge":[65],"Coordinate":[68],"Logic":[69],"Filters":[70],"(CLF),":[71],"generation,":[72],"clustering":[73],"labelling":[75],"suboptimal":[77],"features":[78],"vectors":[79],"Self":[81],"Organizing":[82],"Map":[83],"(SOM)":[84],"Neural":[85],"Network.":[86],"The":[87],"experiment":[88],"results":[89],"show":[90],"that":[91],"proposed":[93],"locate":[96],"efficient":[100],"way.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}