{"id":"https://openalex.org/W4200005602","doi":"https://doi.org/10.3233/jifs-219254","title":"Electro-impedance mammograms for automatic breast cancer screening: First insights on Mexican patients","display_name":"Electro-impedance mammograms for automatic breast cancer screening: First insights on Mexican patients","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4200005602","doi":"https://doi.org/10.3233/jifs-219254"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219254","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219254","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/A5104019154","display_name":"Rosario Lissiet Romero-Coripuna","orcid":null},"institutions":[{"id":"https://openalex.org/I3130590570","display_name":"National University of Saint Augustine","ror":"https://ror.org/01e9gfg41","country_code":"PE","type":"education","lineage":["https://openalex.org/I3130590570"]},{"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","PE"],"is_corresponding":false,"raw_author_name":"Rosario Lissiet Romero-Coripuna","raw_affiliation_strings":["Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico","Escuela profesional de F\u00edsica, Facultad deCiencias Naturales y Formales, Universidad Nacional de SanAgust\u00edn, Arequipa, Per\u00fa"],"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"Escuela profesional de F\u00edsica, Facultad deCiencias Naturales y Formales, Universidad Nacional de SanAgust\u00edn, Arequipa, Per\u00fa","institution_ids":["https://openalex.org/I3130590570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102436255","display_name":"Delia Iraz\u00fa Hern\u00e1ndez-Far\u00edas","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":true,"raw_author_name":"Delia Iraz\u00fa Hern\u00e1ndez-Far\u00edas","raw_affiliation_strings":["Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003667292","display_name":"Blanca Murillo-Ort\u00edz","orcid":"https://orcid.org/0000-0003-4775-2755"},"institutions":[{"id":"https://openalex.org/I164915025","display_name":"Mexican Social Security Institute","ror":"https://ror.org/03xddgg98","country_code":"MX","type":"government","lineage":["https://openalex.org/I164915025"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Blanca Murillo-Ortiz","raw_affiliation_strings":["OOAD Guanajuato, Instituto Mexicano del SeguroSocial, Le\u00f3n, Guanajuato, M\u00e9xico","Unidad de Investigaci\u00f3n en Epidemiolog\u00edaCl\u00ednica, Unidad M\u00e9dica de Alta Especialidad No. 1 Baj\u00edo, Instituto Mexicano del Seguro Social; Le\u00f3n, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"OOAD Guanajuato, Instituto Mexicano del SeguroSocial, Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I164915025"]},{"raw_affiliation_string":"Unidad de Investigaci\u00f3n en Epidemiolog\u00edaCl\u00ednica, Unidad M\u00e9dica de Alta Especialidad No. 1 Baj\u00edo, Instituto Mexicano del Seguro Social; Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I164915025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016367516","display_name":"Teodoro C\u00f3rdova\u2013Fraga","orcid":"https://orcid.org/0000-0002-6486-7530"},"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":"Teodoro C\u00f3rdova-Fraga","raw_affiliation_strings":["Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias e Ingenier\u00edas Campus Le\u00f3n Universidad de Guanajuato, Le\u00f3n, Guanajuato, M\u00e9xico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102436255"],"corresponding_institution_ids":["https://openalex.org/I129858807"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.15156018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"42","issue":"5","first_page":"4659","last_page":"4671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12279","display_name":"Body Composition Measurement Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11255","display_name":"Microfluidic and Bio-sensing Technologies","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6695931553840637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6445476412773132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5867626667022705},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.577235221862793},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5359765887260437},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45713648200035095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4567514657974243},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4363919496536255},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3116087019443512},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2224140465259552},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08901417255401611}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6695931553840637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445476412773132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5867626667022705},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.577235221862793},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5359765887260437},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45713648200035095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4567514657974243},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4363919496536255},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3116087019443512},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2224140465259552},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08901417255401611}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219254","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219254","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":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1657969584","https://openalex.org/W1878101135","https://openalex.org/W1986228287","https://openalex.org/W1994010714","https://openalex.org/W2005336374","https://openalex.org/W2037471598","https://openalex.org/W2055734602","https://openalex.org/W2081687897","https://openalex.org/W2090085560","https://openalex.org/W2101234009","https://openalex.org/W2194775991","https://openalex.org/W2278331350","https://openalex.org/W2333499035","https://openalex.org/W2607941059","https://openalex.org/W2614710595","https://openalex.org/W2762988688","https://openalex.org/W2774082069","https://openalex.org/W2890596001","https://openalex.org/W2899061025","https://openalex.org/W2954996726","https://openalex.org/W2955429674","https://openalex.org/W2975670401","https://openalex.org/W2980225234","https://openalex.org/W3002669799","https://openalex.org/W3003373588","https://openalex.org/W3016913455","https://openalex.org/W3086163961","https://openalex.org/W3092135811","https://openalex.org/W3208946447","https://openalex.org/W4392030687","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W1514924336","https://openalex.org/W3201126466","https://openalex.org/W2002967116","https://openalex.org/W2024400191","https://openalex.org/W1970729336","https://openalex.org/W2024878248","https://openalex.org/W4282827391","https://openalex.org/W2375584271","https://openalex.org/W1997105855","https://openalex.org/W2979740303"],"abstract_inverted_index":{"Breast":[0,86],"cancer":[1,70],"is":[2,28,34],"a":[3,15,35,73,116,126,174],"very":[4,175],"important":[5],"health":[6],"concern":[7],"around":[8],"the":[9,18,23,29,43,51,79,85,92,106,110,189],"world.":[10],"Early":[11],"detection":[12,71],"of":[13,20,84,115,120,191],"such":[14],"disease":[16],"increases":[17],"chances":[19],"survival.":[21],"Among":[22],"available":[24],"screening":[25],"tools,":[26],"there":[27],"Electro-Impedance":[30],"Mammography":[31],"(EIM),":[32],"which":[33],"novel":[36],"and":[37,58,147],"less":[38],"invasive":[39],"method":[40],"that":[41,53],"captures":[42],"potential":[44],"difference":[45],"stored":[46],"in":[47,82,109,169],"breast":[48,69],"tissues":[49,61],"under":[50],"assumption":[52],"electrical":[54],"properties":[55],"among":[56],"normal":[57],"pathologically":[59],"altered":[60],"are":[62],"different.":[63],"In":[64],"this":[65,129,180],"paper,":[66],"we":[67,112],"address":[68],"as":[72,173],"multi-class":[74],"problem":[75],"aiming":[76],"to":[77,124,187],"determine":[78],"corresponding":[80],"label":[81],"terms":[83],"Imaging":[87],"Electrical":[88],"Impedance":[89],"classification":[90,165],"system,":[91],"standard":[93],"used":[94,136],"by":[95],"physicians":[96],"for":[97,105,128,155,178,194],"interpreting":[98],"an":[99],"EIM":[100,119],"mammogram.":[101],"For":[102],"experimental":[103,160],"purposes,":[104],"first":[107],"time":[108],"literature,":[111],"took":[113],"advantage":[114],"dataset":[117],"comprising":[118],"Mexican":[121],"patients.":[122],"Aiming":[123],"establish":[125],"baseline":[127],"task,":[130],"traditional":[131,192],"supervised":[132],"learning":[133],"methods":[134,193],"were":[135,162],"together":[137],"with":[138],"two":[139],"different":[140],"feature":[141],"extraction":[142],"techniques:":[143],"raw":[144],"pixel":[145],"data":[146,151,157],"transfer":[148],"learning.":[149],"Besides,":[150],"augmentation":[152],"was":[153],"exploited":[154],"compensating":[156],"imbalance.":[158],"Different":[159],"settings":[161],"evaluated":[163],"reaching":[164],"rates":[166],"over":[167],"0.85":[168],"F-score.":[170],"KNN":[171],"emerges":[172],"promising":[176],"classifier":[177],"addressing":[179],"task.":[181],"The":[182],"obtained":[183],"results":[184],"allow":[185],"us":[186],"validate":[188],"usefulness":[190],"classifying":[195],"electro-impedance":[196],"mammograms.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
