{"id":"https://openalex.org/W7161793313","doi":"https://doi.org/10.1109/isbi61048.2026.11515923","title":"CLEAR-MPI: Concentration Level Enhancement and Recovery in Magnetic Particle Imaging Reconstruction","display_name":"CLEAR-MPI: Concentration Level Enhancement and Recovery in Magnetic Particle Imaging Reconstruction","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161793313","doi":"https://doi.org/10.1109/isbi61048.2026.11515923"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5136570626","display_name":"Gen Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Shi","raw_affiliation_strings":["School of Biological Science and Medical Engineering and School of Engineering Medicine, Beihang University,Beijing,China,100191"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering and School of Engineering Medicine, Beihang University,Beijing,China,100191","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136523898","display_name":"Tao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105608","display_name":"ShenZhen People\u2019s Hospital","ror":"https://ror.org/01hcefx46","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105608"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Zhu","raw_affiliation_strings":["The Forth People's Hospital of Shenzhen,China,518033"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Forth People's Hospital of Shenzhen,China,518033","institution_ids":["https://openalex.org/I4210105608"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031013744","display_name":"Zhaoji Miao","orcid":"https://orcid.org/0000-0003-3823-442X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoji Miao","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University,Nanjing,China,211189"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University,Nanjing,China,211189","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75174185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9829999804496765,"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":0.9829999804496765,"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":0.0015999999595806003,"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/T11786","display_name":"Geomagnetism and Paleomagnetism Studies","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.37630000710487366},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.3382999897003174},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3212999999523163},{"id":"https://openalex.org/keywords/magnetic-particle-inspection","display_name":"Magnetic particle inspection","score":0.31769999861717224},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.25769999623298645}],"concepts":[{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5185999870300293},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.36059999465942383},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3212999999523163},{"id":"https://openalex.org/C109647046","wikidata":"https://www.wikidata.org/wiki/Q1884449","display_name":"Magnetic particle inspection","level":4,"score":0.31769999861717224},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.251800000667572},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2460000067949295}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4712560445","display_name":null,"funder_award_id":"624B2018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":15,"referenced_works":["https://openalex.org/W1983277479","https://openalex.org/W2025685946","https://openalex.org/W2772325831","https://openalex.org/W3076407917","https://openalex.org/W4306167039","https://openalex.org/W4313480565","https://openalex.org/W4328051070","https://openalex.org/W4375855810","https://openalex.org/W4384923679","https://openalex.org/W4389577255","https://openalex.org/W4389610086","https://openalex.org/W4398757518","https://openalex.org/W4401528325","https://openalex.org/W4407214698","https://openalex.org/W7133837990"],"related_works":[],"abstract_inverted_index":{"High-quality":[0],"imaging":[1],"in":[2,25,33,37,49,126],"low-concentration":[3],"scenarios":[4],"is":[5,121],"a":[6],"key":[7],"issue":[8],"for":[9],"promoting":[10],"the":[11,20,56,66,84,87,104,108,122],"future":[12],"clinical":[13],"application":[14],"of":[15,55,86],"MPI.":[16],"To":[17],"address":[18],"this,":[19],"Low":[21],"Concentration":[22,44],"Reconstruction":[23],"Challenge":[24],"Magnetic":[26],"Particle":[27],"Imaging":[28],"(LCR-MPI)":[29],"has":[30,116],"been":[31],"organized":[32],"association":[34],"with":[35],"ISBI":[36],"2026.":[38],"In":[39],"this":[40,127],"paper,":[41],"we":[42],"present":[43],"Level":[45],"Enhancement":[46],"And":[47],"Recovery":[48],"MPI":[50],"reconstruction":[51],"(CLEAR-MPI),":[52],"integrating":[53],"advantages":[54],"sinogram-domain":[57,81],"denosing":[58],"and":[59,77,96,111],"image-domain":[60,91],"denosing.":[61],"The":[62,80,100],"dual-domain":[63],"module":[64],"uses":[65],"Swin":[67],"Image":[68],"Restoration":[69],"(SwinIR)":[70],"to":[71],"extract":[72],"features":[73],"from":[74],"sinogram":[75],"domain":[76],"image":[78],"domain.":[79],"enhancement":[82],"improves":[83],"stability":[85],"conversion":[88],"process,":[89],"while":[90],"refinement":[92],"corrects":[93],"residual":[94],"artifacts":[95],"restores":[97],"structural":[98],"details.":[99],"total":[101],"score":[102],"over":[103],"test":[105],"dataset,":[106],"including":[107],"indistribution":[109],"(IID)":[110],"out-of-distribution":[112],"(OOD)":[113],"noise":[114],"conditions,":[115],"improved":[117],"significantly.":[118],"Our":[119],"solution":[120],"second":[123],"rank":[124],"approach":[125],"challenge.":[128]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-05-21T00:00:00"}