{"id":"https://openalex.org/W4393036239","doi":"https://doi.org/10.1109/dese60595.2023.10469645","title":"Using Electrical Impedance Tomography and Machine Learning for Breast Cancer Detection","display_name":"Using Electrical Impedance Tomography and Machine Learning for Breast Cancer Detection","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4393036239","doi":"https://doi.org/10.1109/dese60595.2023.10469645"},"language":"en","primary_location":{"id":"doi:10.1109/dese60595.2023.10469645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese60595.2023.10469645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","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/A5094148202","display_name":"Basma Alsaid","orcid":"https://orcid.org/0009-0000-9240-1431"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Basma Alsaid","raw_affiliation_strings":["University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","Department of Electrical Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094148201","display_name":"Romaissa Berrim","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Romaissa Berrim","raw_affiliation_strings":["University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","Department of Electrical Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094210007","display_name":"Tracy Sarofil","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Tracy Sarofil","raw_affiliation_strings":["University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","Department of Electrical Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000482651","display_name":"Sohaib Majzoub","orcid":"https://orcid.org/0000-0003-3196-2635"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Sohaib Majzoub","raw_affiliation_strings":["University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","Department of Electrical Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025789067","display_name":"Abir Hussain","orcid":"https://orcid.org/0000-0001-8413-0045"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Abir J. Hussain","raw_affiliation_strings":["University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","Department of Electrical Engineering, University of Sharjah, Sharjah, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sharjah,Department of Electrical Engineering,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":null,"apc_paid":null,"fwci":1.0817,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77860315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9807000160217285,"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":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electrical-impedance-tomography","display_name":"Electrical impedance tomography","score":0.8835764527320862},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6151465773582458},{"id":"https://openalex.org/keywords/electrical-impedance","display_name":"Electrical impedance","score":0.5346428751945496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5077008008956909},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.47061899304389954},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.422200083732605},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.29219359159469604},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.25461193919181824},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2082916796207428},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.18562158942222595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18372401595115662},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11068511009216309}],"concepts":[{"id":"https://openalex.org/C155175808","wikidata":"https://www.wikidata.org/wiki/Q1326472","display_name":"Electrical impedance tomography","level":3,"score":0.8835764527320862},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6151465773582458},{"id":"https://openalex.org/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.5346428751945496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5077008008956909},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.47061899304389954},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.422200083732605},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.29219359159469604},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.25461193919181824},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2082916796207428},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.18562158942222595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18372401595115662},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11068511009216309}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese60595.2023.10469645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese60595.2023.10469645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 16th International Conference on Developments in eSystems Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1995453310","https://openalex.org/W2057066573","https://openalex.org/W2142363775","https://openalex.org/W2164230066","https://openalex.org/W2749919169","https://openalex.org/W2888638072","https://openalex.org/W2898288076","https://openalex.org/W3014576444","https://openalex.org/W3160733781","https://openalex.org/W3216828687","https://openalex.org/W4214614164"],"related_works":["https://openalex.org/W2359871536","https://openalex.org/W1992681652","https://openalex.org/W2991320615","https://openalex.org/W1979972895","https://openalex.org/W2944246511","https://openalex.org/W4285180073","https://openalex.org/W2215273690","https://openalex.org/W2553917976","https://openalex.org/W2060278704","https://openalex.org/W2526896022"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,23,136,181],"is":[2,64,92,163,188],"a":[3,38,65,96,168,189,198],"significant":[4],"health":[5],"concern":[6],"for":[7,18,134,149,178],"women":[8],"worldwide.":[9],"There":[10],"are":[11],"several":[12],"techniques":[13,36,145],"and":[14,28,53,68,108,130,154,170,191],"screening":[15],"methods":[16],"available":[17],"the":[19,57,79,83,104,111,122],"detection":[20],"of":[21,34,82,110,125,140,160,185],"breast":[22,135,180,210],"including":[24],"mammography,":[25],"ultrasound":[26],"imaging,":[27],"magnetic":[29],"resonance":[30],"imaging":[31,70],"(MRI).":[32],"Each":[33],"these":[35],"plays":[37],"crucial":[39],"role":[40],"in":[41],"identifying":[42],"cancerous":[43],"cells":[44],"or":[45],"tissue":[46],"abnormalities,":[47],"but":[48],"they":[49],"also":[50],"have":[51],"limitations":[52],"potential":[54,123],"drawbacks.":[55],"On":[56],"other":[58],"hand,":[59],"electrical":[60,80,193],"impedance":[61,81,194],"tomography":[62,195],"(EIT)":[63],"radiation-free,":[66],"cost-effective,":[67],"non-invasive":[69],"technique.":[71],"It":[72],"utilizes":[73],"low":[74],"frequency":[75],"signal":[76],"to":[77,94,120,164,166],"measure":[78],"internal":[84,105],"body":[85],"tissues.":[86],"By":[87],"applying":[88],"this":[89,116,161,186],"technique,":[90],"it":[91],"possible":[93],"reconstruct":[95],"tomographic":[97],"image":[98,131],"that":[99,173],"provides":[100],"valuable":[101],"insights":[102],"into":[103],"composition,":[106],"properties,":[107],"abnormalities":[109],"object":[112],"under":[113],"test.":[114],"In":[115],"paper,":[117],"we":[118],"aim":[119],"investigate":[121],"use":[124],"EIT,":[126],"alongside":[127],"machine":[128,143,199],"learning":[129,144,200],"reconstruction":[132],"techniques,":[133],"diagnosis.":[137],"The":[138,158,183,212],"integration":[139],"EIT":[141],"with":[142,197],"opens":[146],"new":[147],"possibilities":[148],"early":[150,179],"detection,":[151],"improved":[152],"accuracy,":[153],"personalized":[155],"treatment":[156],"planning.":[157],"contribution":[159],"work":[162],"provide":[165,167],"portable":[169,190],"effective":[171],"device":[172,196],"can":[174],"potentially":[175],"be":[176],"used":[177],"detection.":[182],"outcome":[184],"study":[187],"automated":[192],"model":[201],"trained":[202],"on":[203],"data":[204],"obtained":[205,213],"from":[206],"chicken":[207],"phantom,":[208],"mimicking":[209],"tissue.":[211],"accuracy":[214],"reached":[215],"78.75%.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
