{"id":"https://openalex.org/W4317796967","doi":"https://doi.org/10.1109/jbhi.2023.3238714","title":"Reconstruction of Quantitative Susceptibility Mapping from Total Field Maps with Local Field Maps Guided UU-Net","display_name":"Reconstruction of Quantitative Susceptibility Mapping from Total Field Maps with Local Field Maps Guided UU-Net","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4317796967","doi":"https://doi.org/10.1109/jbhi.2023.3238714","pmid":"https://pubmed.ncbi.nlm.nih.gov/37022058"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3238714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3238714","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5100654562","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0003-4652-0880"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Li","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4652-0880","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063863772","display_name":"Shihui Ying","orcid":"https://orcid.org/0000-0001-9423-0146"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihui Ying","raw_affiliation_strings":["Department of Mathematics, School of Science, Shanghai University, China","Department of Mathematics, School of Science, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9423-0146","affiliations":[{"raw_affiliation_string":"Department of Mathematics, School of Science, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Department of Mathematics, School of Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712167","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9548-0411"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9548-0411","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078305571","display_name":"Hongjian He","orcid":"https://orcid.org/0000-0001-6272-0810"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjian He","raw_affiliation_strings":["School of physics, Zhejiang University, China","School of Physics, Zhejiang University, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-6272-0810","affiliations":[{"raw_affiliation_string":"School of physics, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"School of Physics, Zhejiang University, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032832318","display_name":"Jun Shi","orcid":"https://orcid.org/0000-0002-3226-3978"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shi","raw_affiliation_strings":["Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3226-3978","affiliations":[{"raw_affiliation_string":"Key laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0395,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7600173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"4","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6500681638717651},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43766623735427856},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.34688299894332886},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.33524924516677856},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3023431897163391},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22423458099365234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1573820412158966}],"concepts":[{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6500681638717651},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43766623735427856},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.34688299894332886},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.33524924516677856},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3023431897163391},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22423458099365234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1573820412158966},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3238714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3238714","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37022058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37022058","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1224269346","display_name":null,"funder_award_id":"81871428","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1930164579","display_name":null,"funder_award_id":"D20031","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4983102271","display_name":null,"funder_award_id":"2021YFA1003004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1841022102","https://openalex.org/W1901129140","https://openalex.org/W1974155908","https://openalex.org/W2008602421","https://openalex.org/W2026484592","https://openalex.org/W2113232588","https://openalex.org/W2124048246","https://openalex.org/W2152166807","https://openalex.org/W2152374117","https://openalex.org/W2168290350","https://openalex.org/W2495874476","https://openalex.org/W2741826558","https://openalex.org/W2791695392","https://openalex.org/W2807184855","https://openalex.org/W2929714440","https://openalex.org/W2963610452","https://openalex.org/W2966280437","https://openalex.org/W2978392370","https://openalex.org/W2990133153","https://openalex.org/W2996290406","https://openalex.org/W3001319253","https://openalex.org/W3012663063","https://openalex.org/W3085139254","https://openalex.org/W3091873043","https://openalex.org/W3094502228","https://openalex.org/W3111219055","https://openalex.org/W3116759256","https://openalex.org/W3127751679","https://openalex.org/W3177540801","https://openalex.org/W3183521077","https://openalex.org/W3197957534","https://openalex.org/W3204166336","https://openalex.org/W3204255739","https://openalex.org/W3209859545","https://openalex.org/W4205409463","https://openalex.org/W4212875960","https://openalex.org/W4213019189","https://openalex.org/W4293163051","https://openalex.org/W4321232185","https://openalex.org/W4385245566","https://openalex.org/W6787206852","https://openalex.org/W6790275670"],"related_works":["https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W1984402782","https://openalex.org/W2137941439","https://openalex.org/W2004200960","https://openalex.org/W1999891779","https://openalex.org/W2029513011"],"abstract_inverted_index":{"Quantitative":[0],"susceptibility":[1,22],"mapping":[2,109,141],"(QSM)":[3],"is":[4,74,134],"an":[5,128,195],"emerging":[6],"computational":[7],"technique":[8],"based":[9],"on":[10,194],"the":[11,39,81,91,96,100,106,122,139,160,179,187,199],"magnetic":[12,21],"resonance":[13],"imaging":[14],"(MRI)":[15],"phase":[16],"signal,":[17],"which":[18],"can":[19],"provide":[20],"values":[23],"of":[24,124,181,203],"tissues.":[25],"The":[26,143,163,191],"existing":[27],"deep":[28],"learning-based":[29],"models":[30],"mainly":[31],"reconstruct":[32,77],"QSM":[33,78,114],"from":[34,80,110],"local":[35,63,92],"field":[36,64,83,93],"maps.":[37,84],"However,":[38],"complicated":[40,108],"inconsecutive":[41],"reconstruction":[42,201],"steps":[43],"not":[44],"only":[45],"accumulate":[46],"errors":[47],"for":[48],"inaccurate":[49],"estimation,":[50],"but":[51],"also":[52],"are":[53,146],"inefficient":[54],"in":[55,186],"clinical":[56],"practice.":[57],"To":[58],"this":[59],"end,":[60],"a":[61],"novel":[62],"maps":[65,94,112],"guided":[66],"UU-Net":[67],"with":[68],"Self-":[69,164],"and":[70,158,165,177],"Cross-Guided":[71,166],"Transformer":[72,167],"(LGUU-SCT-Net)":[73],"proposed":[75,205],"to":[76,88,113,137,153],"directly":[79],"total":[82,111],"Specifically,":[85],"we":[86],"propose":[87],"additionally":[89],"generate":[90],"as":[95],"auxiliary":[97],"supervision":[98],"during":[99],"training":[101],"stage.":[102],"This":[103],"strategy":[104],"decomposes":[105],"more":[107,155,188],"into":[115,169],"two":[116,149],"relatively":[117],"easier":[118],"ones,":[119],"effectively":[120],"alleviating":[121],"difficulty":[123],"direct":[125],"mapping.":[126],"Meanwhile,":[127],"improved":[129],"U-Net":[130],"model,":[131],"named":[132],"LGUU-SCT-Net,":[133],"further":[135,172],"designed":[136,147],"promote":[138],"nonlinear":[140],"ability.":[142],"long-range":[144],"connections":[145,171],"between":[148],"sequentially":[150],"stacked":[151],"U-Nets":[152],"bring":[154],"feature":[156],"fusions":[157],"facilitate":[159],"information":[161],"flow.":[162],"integrated":[168],"these":[170],"captures":[173],"multi-scale":[174,182],"channel-wise":[175],"correlations":[176],"guides":[178],"fusion":[180],"transferred":[183],"features,":[184],"assisting":[185],"accurate":[189],"reconstruction.":[190],"experimental":[192],"results":[193,202],"in-vivo":[196],"dataset":[197],"demonstrate":[198],"superior":[200],"our":[204],"algorithm.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}