{"id":"https://openalex.org/W4408182713","doi":"https://doi.org/10.1109/jbhi.2025.3548696","title":"An Arbitrary-Scale Super-Resolution Network for Multi-Contrast MRI With Permuted Cross-Attention","display_name":"An Arbitrary-Scale Super-Resolution Network for Multi-Contrast MRI With Permuted Cross-Attention","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4408182713","doi":"https://doi.org/10.1109/jbhi.2025.3548696","pmid":"https://pubmed.ncbi.nlm.nih.gov/40048333"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3548696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3548696","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/A5101521257","display_name":"Ming Zhao","orcid":"https://orcid.org/0000-0002-1310-6766"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Zhao","raw_affiliation_strings":["Department of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102271299","display_name":"Jia Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Fang","raw_affiliation_strings":["Department of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688827","display_name":"Boyang Chen","orcid":"https://orcid.org/0000-0002-4508-9972"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyang Chen","raw_affiliation_strings":["National Satellite Meteorological Center, (National Centre for Space Weather), Beijing, China","National Satellite Meteorological Center (National Centre for Space Weather), Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Satellite Meteorological Center, (National Centre for Space Weather), Beijing, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"National Satellite Meteorological Center (National Centre for Space Weather), Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101521257"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":null,"apc_paid":null,"fwci":3.8352,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92506378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"29","issue":"8","first_page":"5762","last_page":"5772"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9944000244140625,"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":0.9944000244140625,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9836000204086304,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.6784788370132446},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5833767652511597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47331416606903076},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4570823013782501},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1152549684047699}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6784788370132446},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5833767652511597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47331416606903076},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4570823013782501},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1152549684047699},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3548696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3548696","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:40048333","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40048333","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/G2040950132","display_name":null,"funder_award_id":"20ZR1423500","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G3920184056","display_name":null,"funder_award_id":"62101316","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5338284468","display_name":null,"funder_award_id":"62271302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"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":52,"referenced_works":["https://openalex.org/W1582025760","https://openalex.org/W1970928383","https://openalex.org/W1983592655","https://openalex.org/W2003627360","https://openalex.org/W2003863798","https://openalex.org/W2006096283","https://openalex.org/W2067042811","https://openalex.org/W2103857226","https://openalex.org/W2121058967","https://openalex.org/W2134584543","https://openalex.org/W2141104431","https://openalex.org/W2146299228","https://openalex.org/W2157380596","https://openalex.org/W2158167845","https://openalex.org/W2604920239","https://openalex.org/W2787740020","https://openalex.org/W2808495892","https://openalex.org/W2866634454","https://openalex.org/W2902828227","https://openalex.org/W2953977469","https://openalex.org/W2963031226","https://openalex.org/W2966737464","https://openalex.org/W2972425106","https://openalex.org/W3035596626","https://openalex.org/W3042801146","https://openalex.org/W3047451937","https://openalex.org/W3096993895","https://openalex.org/W3119836047","https://openalex.org/W3134103558","https://openalex.org/W3164581645","https://openalex.org/W3174865552","https://openalex.org/W3183434090","https://openalex.org/W3197279620","https://openalex.org/W3202223141","https://openalex.org/W3214047808","https://openalex.org/W4214634256","https://openalex.org/W4225576932","https://openalex.org/W4283785001","https://openalex.org/W4296057623","https://openalex.org/W4306167924","https://openalex.org/W4310557311","https://openalex.org/W4312233661","https://openalex.org/W4383067928","https://openalex.org/W4385525377","https://openalex.org/W4386065725","https://openalex.org/W4390872521","https://openalex.org/W4390873495","https://openalex.org/W4402753589","https://openalex.org/W4403654782","https://openalex.org/W6631190155","https://openalex.org/W6755625687","https://openalex.org/W6803995609"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,154],"magnetic":[1],"resonance":[2],"imaging":[3,18],"(MRI),":[4],"low-resolution":[5],"(LR)":[6],"images":[7,171],"often":[8],"hamper":[9],"clinical":[10,199],"diagnosis":[11],"and":[12,20,83,92,112,117,146,172],"research":[13],"due":[14],"to":[15,78,87,98],"constraints":[16],"in":[17,25,61,115,151,190,198],"conditions":[19],"technology":[21],"limitations.":[22],"Recent":[23],"studies":[24],"super-resolution":[26],"(SR)":[27],"reconstruction":[28],"of":[29,56,187],"multi-contrast":[30,46,131,191],"MRI":[31,42,47,182,192],"have":[32],"shown":[33],"promise":[34],"by":[35],"leveraging":[36],"the":[37,85,185],"complementary":[38],"information":[39,168],"from":[40,169],"different":[41,90],"contrasts.":[43],"However,":[44],"existing":[45],"SR":[48,128],"techniques":[49],"face":[50],"several":[51],"challenges:":[52],"1)":[53],"a":[54,125,158],"lack":[55,84],"pre-alignment":[57],"precision":[58],"can":[59],"result":[60],"distorted":[62],"reconstructions;":[63],"2)":[64],"prevailing":[65],"transformer":[66,150],"network":[67,129],"structures,":[68],"with":[69],"their":[70],"smaller":[71],"windows":[72],"(e.g.,":[73,102],"8":[74],"\u00d7":[75],"8),":[76],"struggle":[77],"effectively":[79],"capture":[80],"long-range":[81],"dependencies":[82],"ability":[86],"interact":[88],"between":[89,140],"windows;":[91],"3)":[93],"current":[94],"methods":[95],"are":[96],"limited":[97],"fixed":[99],"integer":[100],"scaling":[101],"2":[103],"\u00d7,":[104,106],"3":[105],"4":[107],"\u00d7),":[108],"which":[109],"limits":[110],"flexibility":[111],"increases":[113],"complexity":[114],"training":[116],"storage.":[118],"To":[119],"address":[120],"these":[121],"challenges,":[122],"we":[123,156],"propose":[124],"novel":[126],"arbitrary-scale":[127,174],"for":[130,137],"MRI.":[132],"Specifically,":[133],"our":[134,188],"approach":[135],"compensates":[136],"spatial":[138],"misalignment":[139],"modalities":[141],"through":[142],"deformable":[143],"registration":[144],"module":[145,163],"employs":[147],"permuted":[148],"cross-attention":[149],"MR":[152],"images.":[153],"addition,":[155],"introduce":[157],"ref-scale":[159],"ensemble":[160],"implicit":[161],"attention":[162],"that":[164],"better":[165],"integrates":[166],"high-frequency":[167],"reference":[170],"enables":[173],"upsampling.":[175],"Extensive":[176],"experiments":[177],"on":[178],"two":[179],"publicly":[180],"available":[181],"datasets":[183],"validate":[184],"superiority":[186],"method":[189],"SR,":[193],"demonstrating":[194],"its":[195],"significant":[196],"potential":[197],"applications.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}