{"id":"https://openalex.org/W4405490273","doi":"https://doi.org/10.1109/embc53108.2024.10781498","title":"3D System matrix recovery based on iterative up-and-down sampling super-resolution network in magnetic particle imaging","display_name":"3D System matrix recovery based on iterative up-and-down sampling super-resolution network in magnetic particle imaging","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405490273","doi":"https://doi.org/10.1109/embc53108.2024.10781498","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039260"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10781498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and 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/A5100663890","display_name":"Li\u2010Zhi Zhang","orcid":"https://orcid.org/0000-0001-5768-2119"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lizhi Zhang","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100334715","display_name":"Jintao Li","orcid":"https://orcid.org/0000-0003-0403-6767"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jintao Li","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101715953","display_name":"Zijian Tang","orcid":"https://orcid.org/0000-0002-8994-0255"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijian Tang","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023156552","display_name":"Diya Zhang","orcid":"https://orcid.org/0000-0003-4471-9669"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Diya Zhang","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101837378","display_name":"Yizhe Zhao","orcid":"https://orcid.org/0000-0002-0648-0944"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhe Zhao","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060690411","display_name":"Xiaowei He","orcid":"https://orcid.org/0000-0003-2126-178X"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei He","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023803974","display_name":"Hongbo Guo","orcid":"https://orcid.org/0000-0003-2035-874X"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Guo","raw_affiliation_strings":["Northwest University,School of Information Science and Technology,Xi'an,China"],"affiliations":[{"raw_affiliation_string":"Northwest University,School of Information Science and Technology,Xi'an,China","institution_ids":["https://openalex.org/I37802460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100663890"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":null,"apc_paid":null,"fwci":0.7369,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69074004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12405","display_name":"Characterization and Applications of Magnetic Nanoparticles","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/T12405","display_name":"Characterization and Applications of Magnetic Nanoparticles","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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.9866999983787537,"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/magnetic-particle-imaging","display_name":"Magnetic particle imaging","score":0.8264337778091431},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5555678009986877},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.5158554911613464},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4746834933757782},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.45810484886169434},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.45584505796432495},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4476604759693146},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.43978941440582275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43151307106018066},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4118826985359192},{"id":"https://openalex.org/keywords/magnetic-nanoparticles","display_name":"Magnetic nanoparticles","score":0.3513995409011841},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.336833655834198},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3187862038612366},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26169854402542114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25314798951148987},{"id":"https://openalex.org/keywords/nanoparticle","display_name":"Nanoparticle","score":0.13082388043403625},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1237747073173523},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.09483382105827332},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09063106775283813}],"concepts":[{"id":"https://openalex.org/C140722275","wikidata":"https://www.wikidata.org/wiki/Q1884331","display_name":"Magnetic particle imaging","level":4,"score":0.8264337778091431},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5555678009986877},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.5158554911613464},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4746834933757782},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.45810484886169434},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.45584505796432495},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4476604759693146},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.43978941440582275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43151307106018066},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4118826985359192},{"id":"https://openalex.org/C87023908","wikidata":"https://www.wikidata.org/wiki/Q3870166","display_name":"Magnetic nanoparticles","level":3,"score":0.3513995409011841},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.336833655834198},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3187862038612366},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26169854402542114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25314798951148987},{"id":"https://openalex.org/C155672457","wikidata":"https://www.wikidata.org/wiki/Q61231","display_name":"Nanoparticle","level":2,"score":0.13082388043403625},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1237747073173523},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.09483382105827332},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09063106775283813},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D058185","descriptor_name":"Magnetite Nanoparticles","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D058185","descriptor_name":"Magnetite Nanoparticles","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D058185","descriptor_name":"Magnetite Nanoparticles","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10781498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10781498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039260","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039260","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":[{"display_name":"Affordable and clean energy","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1983289347","https://openalex.org/W2168855186","https://openalex.org/W2605093401","https://openalex.org/W2610189638","https://openalex.org/W2909385265","https://openalex.org/W2912386261","https://openalex.org/W2995405133","https://openalex.org/W2996468304","https://openalex.org/W3036400695","https://openalex.org/W3088347168","https://openalex.org/W3092353448","https://openalex.org/W3134421300","https://openalex.org/W3213855384","https://openalex.org/W4226100336","https://openalex.org/W4229457863","https://openalex.org/W4285034124","https://openalex.org/W4313340003","https://openalex.org/W4384923679","https://openalex.org/W6736827161","https://openalex.org/W6783845272"],"related_works":["https://openalex.org/W4239310695","https://openalex.org/W3165454691","https://openalex.org/W2112281092","https://openalex.org/W2002220930","https://openalex.org/W1505178550","https://openalex.org/W2091017237","https://openalex.org/W2015976998","https://openalex.org/W2074714886","https://openalex.org/W2897880527","https://openalex.org/W3099439648"],"abstract_inverted_index":{"Magnetic":[0],"Particle":[1],"Imaging":[2],"(MPI)":[3],"is":[4,26],"a":[5,59,76,110,126],"promising":[6],"technique":[7],"for":[8,28],"mapping":[9],"magnetic":[10],"nanoparticle":[11],"distributions":[12],"within":[13],"biological":[14],"tissues.":[15],"The":[16,133],"reconstruction":[17,80],"process,":[18],"which":[19],"relies":[20],"on":[21,136],"the":[22,33,68,83,116,140,156,166],"system":[23],"matrix":[24],"(SM),":[25],"crucial":[27],"accurate":[29],"MPI":[30,159,170],"imaging.":[31],"However,":[32],"time-consuming":[34],"nature":[35],"of":[36,118,145,158,169],"SM":[37,69,142],"measurements":[38],"often":[39],"requires":[40],"repetition":[41],"whenever":[42],"there":[43],"are":[44],"changes":[45],"in":[46,82,160],"scan":[47],"parameters,":[48],"particle":[49],"types,":[50],"or":[51],"environmental":[52],"conditions.":[53],"In":[54],"this":[55,152],"study,":[56],"we":[57],"proposed":[58,147],"3D":[60],"iterative":[61,90],"up-and-down":[62,91],"sampling":[63,92],"super-resolution":[64,79],"network(3D-ISSRnet)":[65],"to":[66,94,114,129,165],"solve":[67],"recovery":[70,143],"problem":[71,81],"by":[72],"transforming":[73],"it":[74,108],"into":[75],"deep":[77,97],"learning":[78],"image":[84,105],"domain.":[85],"This":[86],"network":[87],"employs":[88],"an":[89],"structure":[93],"effectively":[95],"capture":[96],"relationships":[98],"between":[99],"low-resolution":[100],"(LR)":[101],"and":[102,120,163],"high-resolution":[103],"(HR)":[104],"pairs.":[106],"Additionally,":[107],"incorporates":[109],"pyramid":[111],"pooling":[112],"module":[113],"optimize":[115],"utilization":[117],"global":[119],"local":[121],"contextual":[122],"information,":[123],"while":[124],"implementing":[125],"Dense":[127],"connection":[128],"stream-line":[130],"model":[131],"complexity.":[132],"experiments":[134],"conducted":[135],"OpenMPI":[137],"data":[138],"demonstrate":[139],"excellent":[141],"capability":[144],"our":[146],"method.":[148],"We":[149],"believe":[150],"that":[151],"research":[153],"will":[154],"enhance":[155],"practicality":[157],"biomedical":[161],"applications":[162],"contribute":[164],"future":[167],"advancement":[168],"technology.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
