{"id":"https://openalex.org/W3082416234","doi":"https://doi.org/10.1109/embc44109.2020.9176088","title":"Combining Millimeter-Wave Imaging, Ultrasound and Elastography in a New Multimodal Approach for Breast Cancer Detection: Initial Experimental Results","display_name":"Combining Millimeter-Wave Imaging, Ultrasound and Elastography in a New Multimodal Approach for Breast Cancer Detection: Initial Experimental Results","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082416234","doi":"https://doi.org/10.1109/embc44109.2020.9176088","mag":"3082416234","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018350"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5004096113","display_name":"Simona Di Meo","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simona Di Meo","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080904375","display_name":"Lorenzo Pasotti","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Pasotti","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063171990","display_name":"Elena Lashkevich","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Lashkevich","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049021803","display_name":"Giovanni Magenes","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Magenes","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069290013","display_name":"Marco Pasian","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Pasian","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016355934","display_name":"Giulia Matrone","orcid":null},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Matrone","raw_affiliation_strings":["University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy"],"affiliations":[{"raw_affiliation_string":"University of Pavia,Department of Electrical, Computer, and Biomedical Engineering,Pavia,Italy,27100","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Biomedical Engineering, University of Pavia, Pavia, Italy","institution_ids":["https://openalex.org/I25217355"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004096113"],"corresponding_institution_ids":["https://openalex.org/I25217355"],"apc_list":null,"apc_paid":null,"fwci":0.2575,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.50975279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"1807","last_page":"1810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":1.0,"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"}},{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9994999766349792,"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/imaging-phantom","display_name":"Imaging phantom","score":0.8706122636795044},{"id":"https://openalex.org/keywords/elastography","display_name":"Elastography","score":0.6720406413078308},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5792340040206909},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5334838628768921},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.5068407654762268},{"id":"https://openalex.org/keywords/millimeter","display_name":"Millimeter","score":0.48436054587364197},{"id":"https://openalex.org/keywords/extremely-high-frequency","display_name":"Extremely high frequency","score":0.4200098514556885},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.4157112240791321},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.40979963541030884},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2525690793991089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22327154874801636},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1732158064842224},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13133350014686584},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07585737109184265}],"concepts":[{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.8706122636795044},{"id":"https://openalex.org/C2777690781","wikidata":"https://www.wikidata.org/wiki/Q1324974","display_name":"Elastography","level":3,"score":0.6720406413078308},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5792340040206909},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5334838628768921},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.5068407654762268},{"id":"https://openalex.org/C109792285","wikidata":"https://www.wikidata.org/wiki/Q174789","display_name":"Millimeter","level":2,"score":0.48436054587364197},{"id":"https://openalex.org/C45764600","wikidata":"https://www.wikidata.org/wiki/Q570342","display_name":"Extremely high frequency","level":2,"score":0.4200098514556885},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.4157112240791321},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.40979963541030884},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2525690793991089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22327154874801636},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1732158064842224},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13133350014686584},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07585737109184265}],"mesh":[{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D004548","descriptor_name":"Elasticity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004548","descriptor_name":"Elasticity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004548","descriptor_name":"Elasticity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054459","descriptor_name":"Elasticity Imaging Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176088","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018350","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018350","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1541124929","https://openalex.org/W1984165020","https://openalex.org/W1990634755","https://openalex.org/W2083904162","https://openalex.org/W2085146467","https://openalex.org/W2123014679","https://openalex.org/W2126500308","https://openalex.org/W2129487742","https://openalex.org/W2133724499","https://openalex.org/W2325148967","https://openalex.org/W2566433069","https://openalex.org/W2596151331","https://openalex.org/W2792610567","https://openalex.org/W2798875205","https://openalex.org/W2885782324","https://openalex.org/W2900050671","https://openalex.org/W2901955586","https://openalex.org/W2903136240","https://openalex.org/W2910254267","https://openalex.org/W2982609505","https://openalex.org/W4251957920"],"related_works":["https://openalex.org/W2624391632","https://openalex.org/W2080251504","https://openalex.org/W1591102435","https://openalex.org/W2317169686","https://openalex.org/W3159902002","https://openalex.org/W1185324648","https://openalex.org/W2539553997","https://openalex.org/W2363237216","https://openalex.org/W2033762247","https://openalex.org/W2530392398"],"abstract_inverted_index":{"In":[0],"this":[1,202],"paper,":[2],"for":[3,219],"the":[4,14,90,142,152,155,199],"first":[5,166],"time,":[6],"a":[7,30,94,102,120,161],"triple-mode":[8],"scan":[9,89],"using":[10,114],"electromagnetic":[11],"waves,":[12,18,21],"in":[13,70,151,205,210],"shape":[15],"of":[16,29,32,42,61,72,98,106,201],"millimeter":[17],"and":[19,25,45,52,63,78,119,129,173,229],"ultrasound":[20,116,153,172],"to":[22,68,88,140,180,196],"obtain":[23],"B-mode":[24,128],"quasistatic":[26],"elastography":[27,131],"images":[28],"phantom":[31,40,110],"human":[33],"breast":[34,188],"tissues":[35,77,226],"is":[36],"shown.":[37],"A":[38,82],"homogeneous":[39],"composed":[41],"nontoxic,":[43],"low-cost":[44],"easy-to-handle":[46],"materials":[47],"(i.e.":[48],"water,":[49],"oil,":[50],"gelatin":[51],"dishwashing":[53],"liquid)":[54],"was":[55,86,111,157],"produced,":[56],"with":[57,101],"an":[58,115,137,220],"inclusion":[59,156],"made":[60],"water":[62],"agar.":[64],"These":[65],"are":[66],"intended":[67],"mimic,":[69],"terms":[71],"dielectric":[73],"properties,":[74],"healthy":[75,187],"adipose":[76],"neoplastic":[79],"tissues,":[80],"respectively.":[81],"millimeter-wave":[83,134],"imaging":[84,175,214],"prototype":[85],"used":[87,178],"phantom,":[91],"by":[92],"implementing":[93],"linear":[95],"synthetic":[96],"array":[97],"24":[99],"antennas":[100],"central":[103],"working":[104],"frequency":[105],"30":[107],"GHz.":[108],"The":[109,133],"then":[112],"scanned":[113],"research":[117],"system":[118,135],"linear-array":[121],"probe":[122],"at":[123,145],"7":[124],"MHz,":[125],"acquiring":[126],"both":[127],"quasi-static":[130],"images.":[132],"showed":[136],"excellent":[138],"ability":[139],"detect":[141,181],"target":[143],"placed":[144],"about":[146],"1.4":[147],"cm":[148],"depth.":[149],"Also":[150],"case":[154],"correctly":[158],"detected":[159],"as":[160],"hypoechoic,":[162],"stiff":[163],"mass.":[164],"This":[165],"experimental":[167],"findings":[168],"show":[169],"that":[170],"millimeter-wave,":[171],"elasticity":[174],"can":[176],"be":[177,217],"jointly":[179],"tumor-like":[182],"targets":[183],"into":[184],"phantoms":[185],"mimicking":[186],"tissues.":[189],"Thus,":[190],"they":[191],"provide":[192],"promising":[193],"preliminary":[194],"results":[195],"further":[197],"study":[198],"application":[200],"multimodal":[203],"approach":[204],"all":[206],"those":[207],"critical":[208],"cases":[209],"which":[211],"such":[212],"complementary":[213],"techniques":[215],"could":[216],"exploited":[218],"enhanced":[221],"tumor":[222],"detection,":[223],"based":[224],"on":[225],"dielectric,":[227],"acoustic":[228],"elastic":[230],"properties.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-01-28T23:14:49.684275","created_date":"2025-10-10T00:00:00"}
