{"id":"https://openalex.org/W4391244154","doi":"https://doi.org/10.1093/jcde/qwae006","title":"Joint MR image reconstruction and super-resolution via mutual co-attention network","display_name":"Joint MR image reconstruction and super-resolution via mutual co-attention network","publication_year":2023,"publication_date":"2023-12-28","ids":{"openalex":"https://openalex.org/W4391244154","doi":"https://doi.org/10.1093/jcde/qwae006"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwae006","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae006","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae006/56284711/qwae006.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae006/56284711/qwae006.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053388934","display_name":"Jiacheng Chen","orcid":"https://orcid.org/0000-0001-7384-7972"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiacheng Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025344820","display_name":"Fei Wu","orcid":"https://orcid.org/0000-0002-8483-5392"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China"],"raw_orcid":"https://orcid.org/0000-0002-8483-5392","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040209451","display_name":"Wanliang Wang","orcid":"https://orcid.org/0000-0002-1552-5075"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wanliang Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology , 310023 HangZhou ZheJiang , China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040209451"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":0.4254,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64080649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"288","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9988999962806702,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.638561487197876},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6293724775314331},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5806107521057129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5564956068992615},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5414566397666931},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5285279750823975},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4499559700489044},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4337926506996155},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3941337764263153},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32572096586227417},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2737419605255127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.099951833486557},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09040579199790955}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.638561487197876},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6293724775314331},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5806107521057129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5564956068992615},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5414566397666931},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5285279750823975},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4499559700489044},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4337926506996155},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3941337764263153},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32572096586227417},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2737419605255127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.099951833486557},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09040579199790955},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwae006","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae006","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae006/56284711/qwae006.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwae006","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae006","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae006/56284711/qwae006.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G6761593247","display_name":null,"funder_award_id":"61873240","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391244154.pdf"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2103885861","https://openalex.org/W2133665775","https://openalex.org/W2134120396","https://openalex.org/W2191637929","https://openalex.org/W2552808051","https://openalex.org/W2594014149","https://openalex.org/W2604388535","https://openalex.org/W2897421580","https://openalex.org/W2943666912","https://openalex.org/W2962734274","https://openalex.org/W2963354015","https://openalex.org/W2966737464","https://openalex.org/W2969785455","https://openalex.org/W2990803263","https://openalex.org/W3004715589","https://openalex.org/W3032400974","https://openalex.org/W3035596626","https://openalex.org/W3093127150","https://openalex.org/W3101162162","https://openalex.org/W3102018640","https://openalex.org/W3106180885","https://openalex.org/W3119125170","https://openalex.org/W3140469881","https://openalex.org/W3157684158","https://openalex.org/W3175178093","https://openalex.org/W3190218712","https://openalex.org/W3198321134","https://openalex.org/W3200851318","https://openalex.org/W3204426737","https://openalex.org/W3208822704","https://openalex.org/W3208983592","https://openalex.org/W3211907256","https://openalex.org/W4205920922","https://openalex.org/W4224306590","https://openalex.org/W4225506672","https://openalex.org/W4226451455","https://openalex.org/W4234552385","https://openalex.org/W4282976788","https://openalex.org/W4292363360","https://openalex.org/W4295308425","https://openalex.org/W4297847054","https://openalex.org/W4298352247","https://openalex.org/W4300774767","https://openalex.org/W4304080867","https://openalex.org/W4304481139","https://openalex.org/W4312180618","https://openalex.org/W4312283145","https://openalex.org/W4313333132","https://openalex.org/W4321242367","https://openalex.org/W4360822018","https://openalex.org/W4378804909","https://openalex.org/W4380883172","https://openalex.org/W4385486090","https://openalex.org/W6602211262","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6639824700","https://openalex.org/W6690498163","https://openalex.org/W6727340567","https://openalex.org/W6741365857","https://openalex.org/W6743731764","https://openalex.org/W6746272507","https://openalex.org/W6753038380","https://openalex.org/W6753412334","https://openalex.org/W6761308216","https://openalex.org/W6772858254","https://openalex.org/W6791637211","https://openalex.org/W6793601431","https://openalex.org/W6795403004","https://openalex.org/W6795430332","https://openalex.org/W6796191393","https://openalex.org/W6796837077","https://openalex.org/W6798508701","https://openalex.org/W6801085537","https://openalex.org/W6803518762","https://openalex.org/W6803757776","https://openalex.org/W6810331367","https://openalex.org/W6810748513","https://openalex.org/W6840201148","https://openalex.org/W6842722802","https://openalex.org/W6843080080","https://openalex.org/W6847052827","https://openalex.org/W6848306903"],"related_works":["https://openalex.org/W2757389719","https://openalex.org/W2951714568","https://openalex.org/W1963814553","https://openalex.org/W2037595954","https://openalex.org/W1988158806","https://openalex.org/W2507293823","https://openalex.org/W2386146599","https://openalex.org/W2018015402","https://openalex.org/W2144778520","https://openalex.org/W2801815023"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"the":[2,51,63,131,139,159,179,203],"realm":[3],"of":[4,162,205],"medical":[5],"diagnosis,":[6],"recent":[7],"strides":[8],"in":[9,29,86,164,172,202],"deep":[10],"neural":[11],"network-guided":[12],"magnetic":[13,206],"resonance":[14,207],"imaging":[15],"(MRI)":[16],"restoration":[17],"have":[18],"shown":[19],"promise.":[20],"Nevertheless,":[21],"persistent":[22],"drawbacks":[23],"overshadow":[24],"these":[25,54,58],"advancements.":[26],"Challenges":[27],"persist":[28],"balancing":[30],"acquisition":[31,182],"speed":[32,183],"and":[33,76,98,115,141,154,184,193],"image":[34,185,208],"quality,":[35],"while":[36,187],"existing":[37,148],"methods":[38],"primarily":[39],"focus":[40],"on":[41,138],"singular":[42],"tasks":[43],"like":[44],"MRI":[45,74,165,191],"reconstruction":[46,75,192],"or":[47],"super-resolution":[48],"(SR),":[49],"neglecting":[50],"interplay":[52],"between":[53,94,181],"tasks.":[55,78],"To":[56],"tackle":[57],"challenges,":[59],"this":[60],"paper":[61],"introduces":[62],"mutual":[64,81],"co-attention":[65],"network":[66],"(MCAN)":[67],"specifically":[68],"designed":[69],"to":[70,91,121],"concurrently":[71],"address":[72],"both":[73,190],"SR":[77,194],"Comprising":[79],"multiple":[80],"cooperation":[82],"attention":[83,113,118],"blocks":[84],"(MCABs)":[85],"succession,":[87],"MCAN":[88,163,196],"is":[89],"tailored":[90],"maintain":[92],"consistency":[93,134],"local":[95,112],"physiological":[96],"details":[97],"global":[99,117],"anatomical":[100],"structures.":[101],"The":[102,167],"intricately":[103],"crafted":[104],"MCAB":[105],"includes":[106],"a":[107,111,116,199],"feature":[108],"extraction":[109],"block,":[110],"block":[114],"block.":[119,135],"Additionally,":[120],"ensure":[122],"data":[123,133],"fidelity":[124],"without":[125],"compromising":[126],"acquired":[127],"data,":[128],"we":[129],"propose":[130],"channel-wise":[132],"Thorough":[136],"experimentation":[137],"IXI":[140],"fastMRI":[142],"dataset":[143],"showcases":[144],"MCAN\u2019s":[145,170],"superiority":[146],"over":[147],"state-of-the-art":[149],"methods.":[150],"Both":[151],"quantitative":[152],"metrics":[153],"visual":[155],"quality":[156,186],"assessments":[157],"validate":[158],"enhanced":[160],"performance":[161],"restoration.":[166,209],"findings":[168],"underscore":[169],"potential":[171],"significantly":[173],"advancing":[174],"therapeutic":[175],"applications.":[176],"By":[177],"mitigating":[178],"trade-off":[180],"simultaneously":[188],"addressing":[189],"tasks,":[195],"emerges":[197],"as":[198],"promising":[200],"solution":[201],"domain":[204]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}