{"id":"https://openalex.org/W4393140334","doi":"https://doi.org/10.1109/jiot.2024.3380845","title":"DA-Net: A Dense Attention Reconstruction Network for Lung Electrical Impedance Tomography (EIT)","display_name":"DA-Net: A Dense Attention Reconstruction Network for Lung Electrical Impedance Tomography (EIT)","publication_year":2024,"publication_date":"2024-03-25","ids":{"openalex":"https://openalex.org/W4393140334","doi":"https://doi.org/10.1109/jiot.2024.3380845"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3380845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3380845","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5100778117","display_name":"Hanyu Zhang","orcid":"https://orcid.org/0000-0001-7783-3084"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hanyu Zhang","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, Shaanxi, China","Research and Development Institute of Northwestern Polytechnical University Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Research and Development Institute of Northwestern Polytechnical University Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061867895","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0002-5339-5427"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tianjin Polytechnic University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wang","raw_affiliation_strings":["School of Life Science, Tiangong University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021812383","display_name":"Nan Li","orcid":"https://orcid.org/0000-0003-3731-1518"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Li","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi’an, Shaanxi, China","Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100778117"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":5.909,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96764343,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"12","first_page":"22107","last_page":"22115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9391999840736389,"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":0.9391999840736389,"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":0.9707049131393433},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.659421443939209},{"id":"https://openalex.org/keywords/tomography","display_name":"Tomography","score":0.6333411931991577},{"id":"https://openalex.org/keywords/electrical-impedance","display_name":"Electrical impedance","score":0.584902286529541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.521881639957428},{"id":"https://openalex.org/keywords/electrical-capacitance-tomography","display_name":"Electrical capacitance tomography","score":0.41117575764656067},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3476662337779999},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.25717365741729736},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.24059107899665833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2267722487449646},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15275704860687256},{"id":"https://openalex.org/keywords/capacitance","display_name":"Capacitance","score":0.12895116209983826},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1066378653049469},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.098517507314682}],"concepts":[{"id":"https://openalex.org/C155175808","wikidata":"https://www.wikidata.org/wiki/Q1326472","display_name":"Electrical impedance tomography","level":3,"score":0.9707049131393433},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.659421443939209},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.6333411931991577},{"id":"https://openalex.org/C17829176","wikidata":"https://www.wikidata.org/wiki/Q179043","display_name":"Electrical impedance","level":2,"score":0.584902286529541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.521881639957428},{"id":"https://openalex.org/C2777418626","wikidata":"https://www.wikidata.org/wiki/Q2584887","display_name":"Electrical capacitance tomography","level":4,"score":0.41117575764656067},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3476662337779999},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25717365741729736},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24059107899665833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2267722487449646},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15275704860687256},{"id":"https://openalex.org/C30066665","wikidata":"https://www.wikidata.org/wiki/Q164399","display_name":"Capacitance","level":3,"score":0.12895116209983826},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1066378653049469},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.098517507314682},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3380845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3380845","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6359950996","display_name":null,"funder_award_id":"52275545","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8856474311","display_name":null,"funder_award_id":"2023B1515120080","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1992372275","https://openalex.org/W2049772201","https://openalex.org/W2564574066","https://openalex.org/W2739069735","https://openalex.org/W2765226977","https://openalex.org/W2767248316","https://openalex.org/W2793623685","https://openalex.org/W2795198316","https://openalex.org/W2866634454","https://openalex.org/W2896344704","https://openalex.org/W2901111678","https://openalex.org/W2903836654","https://openalex.org/W2963231761","https://openalex.org/W2963446712","https://openalex.org/W2964227007","https://openalex.org/W2973424371","https://openalex.org/W3006265495","https://openalex.org/W3034552520","https://openalex.org/W3045994887","https://openalex.org/W3047095708","https://openalex.org/W3047238636","https://openalex.org/W3047239282","https://openalex.org/W3092624083","https://openalex.org/W3101681511","https://openalex.org/W3113076290","https://openalex.org/W3119900676","https://openalex.org/W3124596402","https://openalex.org/W3172378354","https://openalex.org/W4310859889","https://openalex.org/W4312616583","https://openalex.org/W4360995272","https://openalex.org/W6696085341","https://openalex.org/W6783605461"],"related_works":["https://openalex.org/W2170544729","https://openalex.org/W2090093661","https://openalex.org/W3211685995","https://openalex.org/W2532315310","https://openalex.org/W2097442821","https://openalex.org/W2031832834","https://openalex.org/W2157674401","https://openalex.org/W1974104633","https://openalex.org/W1519688086","https://openalex.org/W2902419700"],"abstract_inverted_index":{"To":[0],"achieve":[1],"accurate":[2,83],"reconstruction":[3,65,84],"of":[4,46,73,82,85,96,107,117,128],"lung":[5,87],"contour":[6],"and":[7,58,78,134],"lesion":[8],"structure":[9],"based":[10],"on":[11,60],"electrical":[12],"impedance":[13],"tomography":[14],"(EIT),":[15],"this":[16],"study":[17],"proposed":[18],"a":[19,27,108],"novel":[20],"method":[21],"named":[22],"dense":[23,35],"attention":[24,51],"network":[25],"(DA-Net),":[26],"direct":[28],"estimation":[29],"model":[30,75],"inspired":[31],"by":[32,151],"DenseNet.":[33],"The":[34,119],"connectivity":[36],"is":[37,53,111],"employed":[38,112],"in":[39,80],"DA-Net":[40,74,99],"to":[41,56,113],"enhance":[42],"the":[43,47,50,71,86,94,115,124,129,135],"information":[44],"flow":[45],"model,":[48],"while":[49],"mechanism":[52],"also":[54],"integrated":[55],"identify":[57],"focus":[59],"critical":[61],"features,":[62],"thereby":[63],"boosting":[64],"accuracy.":[66],"Simulation":[67],"results":[68,121],"demonstrate":[69],"that":[70,123,143],"performance":[72],"exceeds":[76],"1D-CNN":[77],"ResNet50":[79],"terms":[81],"contours,":[88],"as":[89,91],"well":[90],"effectively":[92,149],"identifying":[93],"areas":[95],"lesions.":[97],"Additionally,":[98],"exhibits":[100],"good":[101],"robustness.":[102],"An":[103],"experimental":[104,144],"setup":[105],"consisting":[106],"circular":[109],"flume":[110],"evaluate":[114],"practicality":[116],"DA-Net.":[118,152],"imaging":[120,145],"indicate":[122],"correlation":[125],"coefficients":[126],"(CCs)":[127],"reconstructed":[130],"images":[131],"exceeded":[132],"0.83,":[133],"relative":[136],"errors":[137],"(REs)":[138],"remained":[139],"below":[140],"0.27,":[141],"demonstrating":[142],"accuracy":[146],"can":[147],"be":[148],"improved":[150]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}