{"id":"https://openalex.org/W7126032411","doi":"https://doi.org/10.1109/bibm66473.2025.11356362","title":"A Transform-Domain Approach with Symmetric and Edge Constraints for MRI Super-Resolution","display_name":"A Transform-Domain Approach with Symmetric and Edge Constraints for MRI Super-Resolution","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126032411","doi":"https://doi.org/10.1109/bibm66473.2025.11356362"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5124227810","display_name":"Han Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007681745","display_name":"Yu Lu","orcid":"https://orcid.org/0000-0002-9024-3692"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Lu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124178034","display_name":"Ran Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Wang","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059988948","display_name":"Dian Ding","orcid":"https://orcid.org/0000-0002-2190-0919"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dian Ding","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067517357","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0003-4359-1552"},"institutions":[{"id":"https://openalex.org/I2800570007","display_name":"Renji Hospital","ror":"https://ror.org/03ypbx660","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800570007"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengying Zhu","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I2800570007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033637747","display_name":"Shengyun He","orcid":null},"institutions":[{"id":"https://openalex.org/I2800570007","display_name":"Renji Hospital","ror":"https://ror.org/03ypbx660","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800570007"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyun He","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I2800570007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008590797","display_name":"L. L.","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I2801919588","display_name":"Shanghai Library","ror":"https://ror.org/022d5rd48","country_code":"CN","type":"archive","lineage":["https://openalex.org/I2801919588"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Ma","raw_affiliation_strings":["Shanghai Jiao Tong University,Library,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Library,Shanghai,China","institution_ids":["https://openalex.org/I2801919588","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124280009","display_name":"Yi-Chao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Chao Chen","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010359869","display_name":"Ruokun Li","orcid":"https://orcid.org/0000-0002-6929-0013"},"institutions":[{"id":"https://openalex.org/I2801556517","display_name":"Ruijin Hospital","ror":"https://ror.org/01hv94n30","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2801556517"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruokun Li","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ruijin Hospital,Department of Radiology,China","institution_ids":["https://openalex.org/I2801556517"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124230706","display_name":"Shikui Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shikui Tu","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124188942","display_name":"Guangyu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I2800570007","display_name":"Renji Hospital","ror":"https://ror.org/03ypbx660","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2800570007"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyu Wu","raw_affiliation_strings":["Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University School of Medicine,Ren Ji Hospital,Department of Radiology,Shanghai,China","institution_ids":["https://openalex.org/I2800570007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047289058","display_name":"Guangtao Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Xue","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5124227810"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69017174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3215","last_page":"3222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.009600000455975533,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.002300000051036477,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6326000094413757},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5443000197410583},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5227000117301941},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5184000134468079},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4821999967098236},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.475600004196167},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.46799999475479126},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.412200003862381},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.40389999747276306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661899983882904},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6326000094413757},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6037999987602234},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5443000197410583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5246000289916992},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5227000117301941},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5184000134468079},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4821999967098236},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.475600004196167},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.412200003862381},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.40389999747276306},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3221000134944916},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C2779886137","wikidata":"https://www.wikidata.org/wiki/Q21030012","display_name":"Symmetry (geometry)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.2605000138282776},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.25929999351501465},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.25679999589920044}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356362","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3301288343","display_name":null,"funder_award_id":"61936015","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W320879671","https://openalex.org/W1202879735","https://openalex.org/W2031614119","https://openalex.org/W2133665775","https://openalex.org/W2146842127","https://openalex.org/W2766683516","https://openalex.org/W2798559986","https://openalex.org/W2891639959","https://openalex.org/W2892049953","https://openalex.org/W2962785568","https://openalex.org/W2963372104","https://openalex.org/W3138516171","https://openalex.org/W3174865552","https://openalex.org/W3188921881","https://openalex.org/W3202223141","https://openalex.org/W3202624106","https://openalex.org/W3214047808","https://openalex.org/W4200150166","https://openalex.org/W4249722514","https://openalex.org/W4310557311","https://openalex.org/W4390970383","https://openalex.org/W4390992362"],"related_works":[],"abstract_inverted_index":{"Magnetic":[0],"resonance":[1,110],"imaging":[2],"(MRI)":[3],"provides":[4],"highquality":[5],"soft":[6],"tissue":[7],"contrast":[8],"images":[9],"and":[10,23,32,87,105,123],"is":[11],"crucial":[12],"in":[13],"medical":[14],"diagnosis.":[15,42],"However,":[16],"systems":[17],"face":[18],"trade-offs":[19],"between":[20],"image":[21],"resolution":[22],"scan":[24,30],"time.":[25],"Low-resolution":[26],"MRI":[27],"scans":[28],"reduce":[29],"time":[31],"patient":[33,65],"burden":[34],"but":[35,74],"lose":[36],"critical":[37,128],"details":[38,130],"needed":[39],"for":[40,131],"accurate":[41],"To":[43],"address":[44],"this":[45,91],"problem,":[46],"super-resolution":[47,61],"techniques":[48],"have":[49],"been":[50],"developed":[51],"to":[52,79,126],"improve":[53],"the":[54,81,103,142],"clarity":[55],"of":[56,83,108,144],"lowresolution":[57],"input":[58],"images.":[59],"Single-image":[60],"(SISR),":[62],"which":[63],"minimizes":[64],"scanning":[66],"time,":[67],"has":[68],"gradually":[69],"become":[70],"a":[71,95],"research":[72],"focus,":[73],"existing":[75],"methods":[76],"often":[77],"struggle":[78],"balance":[80],"reconstruction":[82],"low-frequency":[84,106],"structural":[85,129],"information":[86],"high-frequency":[88],"details.":[89],"In":[90,112],"paper,":[92],"we":[93,114],"propose":[94],"novel":[96],"superresolution":[97],"up-sampling":[98],"pipeline":[99],"that":[100,120],"enhances":[101],"both":[102],"highfrequency":[104],"components":[107],"magnetic":[109],"imaging.":[111],"addition,":[113],"introduce":[115],"an":[116],"enhanced":[117],"loss":[118],"function":[119],"includes":[121],"symmetry":[122],"edge":[124],"constraints":[125],"preserve":[127],"improved":[132],"diagnostic":[133],"accuracy.":[134],"The":[135],"extensive":[136],"experiments":[137],"across":[138],"multiple":[139],"datasets":[140],"validate":[141],"effectiveness":[143],"our":[145],"SISR":[146],"model.":[147],"Source":[148],"code":[149],"will":[150],"be":[151],"made":[152],"publicly":[153],"available.":[154]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-01-30T00:00:00"}
