{"id":"https://openalex.org/W3209892294","doi":"https://doi.org/10.1109/tbme.2021.3122113","title":"Adaptive Clustering Distorted Born Iterative Method for Microwave Brain Tomography With Stroke Detection and Classification","display_name":"Adaptive Clustering Distorted Born Iterative Method for Microwave Brain Tomography With Stroke Detection and Classification","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W3209892294","doi":"https://doi.org/10.1109/tbme.2021.3122113","mag":"3209892294","pmid":"https://pubmed.ncbi.nlm.nih.gov/34694991"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2021.3122113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2021.3122113","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-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":null,"display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-4340-5801"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4340-5801","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mojtaba Khosravi-Farsani","orcid":"https://orcid.org/0000-0002-0435-4813"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mojtaba Khosravi-Farsani","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0435-4813","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anthony Stancombe","orcid":"https://orcid.org/0000-0003-2041-764X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anthony Stancombe","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2041-764X","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Konstanty Bialkowski","orcid":"https://orcid.org/0000-0002-3461-0371"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Konstanty Bialkowski","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3461-0371","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":null,"display_name":"Amin Abbosh","orcid":"https://orcid.org/0000-0002-8015-5883"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amin Abbosh","raw_affiliation_strings":["School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8015-5883","affiliations":[{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland St Lucia, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":3.057,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.91911669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"69","issue":"4","first_page":"1512","last_page":"1523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9884999990463257,"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":0.9884999990463257,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.005400000140070915,"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/T11607","display_name":"Microwave and Dielectric Measurement Techniques","score":0.0010999999940395355,"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/cluster-analysis","display_name":"Cluster analysis","score":0.671500027179718},{"id":"https://openalex.org/keywords/imaging-phantom","display_name":"Imaging phantom","score":0.6327999830245972},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6085000038146973},{"id":"https://openalex.org/keywords/microwave-imaging","display_name":"Microwave imaging","score":0.5784000158309937},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5751000046730042},{"id":"https://openalex.org/keywords/human-head","display_name":"Human head","score":0.4968999922275543},{"id":"https://openalex.org/keywords/scanner","display_name":"Scanner","score":0.46959999203681946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4643999934196472}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.671500027179718},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.6327999830245972},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6085000038146973},{"id":"https://openalex.org/C2779885931","wikidata":"https://www.wikidata.org/wiki/Q17010029","display_name":"Microwave imaging","level":3,"score":0.5784000158309937},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5751000046730042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5658000111579895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5091999769210815},{"id":"https://openalex.org/C2780549717","wikidata":"https://www.wikidata.org/wiki/Q3409626","display_name":"Human head","level":3,"score":0.4968999922275543},{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.46959999203681946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4643999934196472},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40380001068115234},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.3580000102519989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3571999967098236},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.3409999907016754},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.31380000710487366},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.2980000078678131},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.29179999232292175},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C2776003309","wikidata":"https://www.wikidata.org/wiki/Q1988072","display_name":"Adaptive algorithm","level":2,"score":0.2524999976158142},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.25029999017715454}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D008872","descriptor_name":"Microwaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008872","descriptor_name":"Microwaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008872","descriptor_name":"Microwaves","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014054","descriptor_name":"Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2021.3122113","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2021.3122113","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:34694991","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34694991","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":"IEEE transactions on bio-medical engineering","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":50,"referenced_works":["https://openalex.org/W1128809682","https://openalex.org/W1514248469","https://openalex.org/W1573067473","https://openalex.org/W1903804808","https://openalex.org/W1962935446","https://openalex.org/W1982072775","https://openalex.org/W1987971958","https://openalex.org/W1993037340","https://openalex.org/W2000978429","https://openalex.org/W2001345040","https://openalex.org/W2003147468","https://openalex.org/W2004288581","https://openalex.org/W2008298717","https://openalex.org/W2015901113","https://openalex.org/W2029454004","https://openalex.org/W2046345533","https://openalex.org/W2055054213","https://openalex.org/W2084339341","https://openalex.org/W2103578157","https://openalex.org/W2117965001","https://openalex.org/W2120672704","https://openalex.org/W2127107265","https://openalex.org/W2127182969","https://openalex.org/W2140796340","https://openalex.org/W2143368686","https://openalex.org/W2150593711","https://openalex.org/W2160421797","https://openalex.org/W2171169660","https://openalex.org/W2171566083","https://openalex.org/W2171964586","https://openalex.org/W2508180565","https://openalex.org/W2560002865","https://openalex.org/W2584563832","https://openalex.org/W2594063230","https://openalex.org/W2745360823","https://openalex.org/W2790690116","https://openalex.org/W2808775942","https://openalex.org/W2884331988","https://openalex.org/W2887433393","https://openalex.org/W2890358670","https://openalex.org/W2899575752","https://openalex.org/W2909334576","https://openalex.org/W2942946817","https://openalex.org/W2948704044","https://openalex.org/W3004776061","https://openalex.org/W3009048383","https://openalex.org/W3021145726","https://openalex.org/W3029482311","https://openalex.org/W3209865769","https://openalex.org/W6757784494"],"related_works":[],"abstract_inverted_index":{"A":[0],"modified":[1],"distorted":[2],"Born":[3],"iterative":[4],"method":[5],"(DBIM),":[6],"which":[7],"includes":[8],"clustering":[9,68],"of":[10,37,39,115,143,166],"reconstructed":[11,168],"electrical":[12],"properties":[13,53],"(EPs)":[14],"after":[15],"certain":[16],"iterations,":[17],"is":[18,71,125],"presented":[19],"for":[20,86],"brain":[21,119],"imaging":[22],"aiming":[23],"at":[24,180],"stroke":[25],"detection":[26],"and":[27,48,55,84,88,99,138,156,159,163,174],"classification.":[28],"For":[29],"this":[30],"approach":[31],"to":[32,111,146],"work,":[33],"a":[34,96,128],"rough":[35,51],"estimation":[36],"number":[38],"different":[40,104],"materials":[41],"(or":[42],"bio-tissues)":[43],"in":[44,92,117,153,161],"the":[45,113,122,154,167],"imaged":[46],"domain":[47],"their":[49],"corresponding":[50],"dielectric":[52],"(permittivity":[54],"conductivity)":[56],"are":[57,108],"needed":[58],"as":[59],"<italic":[60],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[61,170,176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">a":[62],"prior</i>":[63],"information.":[64],"The":[65,136],"proposed":[66,123],"adaptive":[67],"DBIM":[69],"(AC-DBIM)":[70],"compared":[72,145,183],"with":[73,103,184],"three":[74],"conventional":[75,147,185],"methods":[76],"(DBIM,":[77],"multiplicative":[78],"regularized":[79],"contrast":[80],"source":[81],"inversion":[82],"(MR-CSI),":[83],"CSI":[85],"shape":[87,157],"location":[89],"reconstruction":[90,158],"(SL-CSI))":[91],"two-dimensional":[93],"scenario":[94],"on":[95,134],"head":[97,101,131],"phantom":[98],"numerical":[100],"model":[102],"strokes.":[105],"Three-dimensional":[106],"simulations":[107],"also":[109],"conducted":[110],"indicate":[112],"suitability":[114],"AC-DBIM":[116,144,149],"real-life":[118],"imaging.":[120],"Lastly,":[121],"algorithm":[124],"assessed":[126],"using":[127],"clinical":[129,181],"electromagnetic":[130],"scanner":[132],"developed":[133],"phantoms.":[135],"simulation":[137],"experimental":[139],"results":[140],"show":[141],"superiority":[142],"methods.":[148],"achieves":[150],"significant":[151],"improvement":[152],"size":[155],"reduction":[160],"errors":[162],"standard":[164],"deviation":[165],"<inline-formula":[169,175],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[171,177],"notation=\"LaTeX\">${\\varepsilon":[172],"_r}$</tex-math></inline-formula>":[173],"notation=\"LaTeX\">$\\sigma":[178],"$</tex-math></inline-formula>":[179],"scenarios":[182],"DBIM.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2021-11-08T00:00:00"}
