{"id":"https://openalex.org/W3004108902","doi":"https://doi.org/10.1109/tip.2020.2969077","title":"A Shape-Based Statistical Inversion Method for EIT/URT Dual-Modality Imaging","display_name":"A Shape-Based Statistical Inversion Method for EIT/URT Dual-Modality Imaging","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3004108902","doi":"https://doi.org/10.1109/tip.2020.2969077","mag":"3004108902","pmid":"https://pubmed.ncbi.nlm.nih.gov/32011255"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.2969077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2969077","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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":"https://openalex.org/A5069469484","display_name":"Guanghui Liang","orcid":"https://orcid.org/0000-0002-6064-6730"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Liang","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6064-6730","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075293545","display_name":"Shangjie Ren","orcid":"https://orcid.org/0000-0003-2220-3856"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangjie Ren","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2220-3856","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025279788","display_name":"Feng Dong","orcid":"https://orcid.org/0000-0002-8478-8928"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Dong","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8478-8928","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1854,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.87725533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"29","issue":null,"first_page":"4099","last_page":"4113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":1.0,"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":1.0,"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/T12537","display_name":"Flow Measurement and Analysis","score":0.9984999895095825,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.6193952560424805},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5800872445106506},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5423425436019897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4948732256889343},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.4808105230331421},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4703419804573059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4628647267818451},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.46041160821914673},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.4337868094444275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39823389053344727},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37826552987098694},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3479650020599365},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2822369337081909},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.18478015065193176},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.12327021360397339},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09675487875938416}],"concepts":[{"id":"https://openalex.org/C155175808","wikidata":"https://www.wikidata.org/wiki/Q1326472","display_name":"Electrical impedance tomography","level":3,"score":0.6193952560424805},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5800872445106506},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5423425436019897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4948732256889343},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.4808105230331421},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4703419804573059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4628647267818451},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.46041160821914673},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.4337868094444275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39823389053344727},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37826552987098694},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3479650020599365},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2822369337081909},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.18478015065193176},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12327021360397339},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09675487875938416},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2020.2969077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2969077","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:32011255","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32011255","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1689441738","display_name":"\u5f62\u72b6\u7ea6\u675f\u5fc3\u810f\u654f\u611f\u7535\u963b\u6297\u6210\u50cf\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1864427146","display_name":null,"funder_award_id":"51976137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2407567036","display_name":null,"funder_award_id":"19JCZDJC38900","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G4990849688","display_name":null,"funder_award_id":"17JCQNJC03500","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W236833734","https://openalex.org/W1490135688","https://openalex.org/W1595025288","https://openalex.org/W1763618411","https://openalex.org/W1961043134","https://openalex.org/W1965212451","https://openalex.org/W1968780983","https://openalex.org/W1971508657","https://openalex.org/W1984189038","https://openalex.org/W1987914875","https://openalex.org/W1992267441","https://openalex.org/W1992681652","https://openalex.org/W1999896100","https://openalex.org/W2005426906","https://openalex.org/W2005681075","https://openalex.org/W2011161612","https://openalex.org/W2015552167","https://openalex.org/W2019354689","https://openalex.org/W2021039784","https://openalex.org/W2053474916","https://openalex.org/W2053721064","https://openalex.org/W2054694377","https://openalex.org/W2065455715","https://openalex.org/W2066845491","https://openalex.org/W2075324846","https://openalex.org/W2089384209","https://openalex.org/W2099835437","https://openalex.org/W2107384509","https://openalex.org/W2109435165","https://openalex.org/W2113161761","https://openalex.org/W2122294678","https://openalex.org/W2123215138","https://openalex.org/W2132356725","https://openalex.org/W2135036909","https://openalex.org/W2167943129","https://openalex.org/W2170140722","https://openalex.org/W2170164530","https://openalex.org/W2170231308","https://openalex.org/W2198488435","https://openalex.org/W2345519788","https://openalex.org/W2469430652","https://openalex.org/W2575872241","https://openalex.org/W2761812513","https://openalex.org/W2779074021","https://openalex.org/W2795198316","https://openalex.org/W2799773359","https://openalex.org/W2883561321","https://openalex.org/W2883645217","https://openalex.org/W2901111678","https://openalex.org/W2910205270","https://openalex.org/W2913384339","https://openalex.org/W2916125097","https://openalex.org/W2954414184","https://openalex.org/W2971481521","https://openalex.org/W2979131023","https://openalex.org/W2986457068","https://openalex.org/W6609183287","https://openalex.org/W6767083074"],"related_works":["https://openalex.org/W3211685995","https://openalex.org/W2532315310","https://openalex.org/W2902419700","https://openalex.org/W3160616384","https://openalex.org/W2098962200","https://openalex.org/W2905540725","https://openalex.org/W4376629886","https://openalex.org/W2000128178","https://openalex.org/W2101428392","https://openalex.org/W2725829804"],"abstract_inverted_index":{"A":[0,95],"shape-based":[1],"statistical":[2,40,78],"inversion":[3,42,80],"method":[4,35,90,122],"is":[5,20,36,47,58,70,82],"proposed":[6,32,111,118],"for":[7],"Electrical":[8],"Impedance":[9],"Tomography":[10,15],"(EIT)":[11],"and":[12,51,99,135],"Ultrasound":[13],"Reflection":[14],"(URT)":[16],"dual-modality":[17,120],"imaging.":[18],"It":[19],"promising":[21],"to":[22,105,130],"improve":[23],"the":[24,39,61,85,107,110,117,131],"imaging":[25,121,127],"accuracy":[26,128],"in":[27,126],"inclusion":[28],"detection":[29],"problems.":[30],"The":[31,44,55,67,77,113],"image":[33],"reconstruction":[34],"based":[37],"on":[38],"shape":[41,79],"framework.":[43],"likelihood":[45],"function":[46],"derived":[48],"from":[49],"EIT":[50,134],"URT":[52,136],"forward":[53],"models.":[54],"prior":[56],"distribution":[57],"constructed":[59],"using":[60],"Markov":[62],"random":[63],"field":[64],"(MRF)":[65],"prior.":[66],"measurement":[68],"uncertainty":[69],"modeled":[71],"by":[72,84],"conditional":[73],"error":[74,93],"model":[75],"method.":[76,112],"problem":[81],"solved":[83],"Maximum":[86],"a":[87],"posterior":[88],"(MAP)":[89],"with":[91],"conventional":[92],"model.":[94],"set":[96],"of":[97,109],"numerical":[98],"experimental":[100],"tests":[101],"are":[102],"carried":[103],"out":[104],"evaluate":[106],"performance":[108],"results":[114],"show":[115],"that":[116],"EIT/URT":[119],"has":[123],"obvious":[124],"improvement":[125],"compared":[129],"traditional":[132],"single-modality":[133],"methods.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
