{"id":"https://openalex.org/W4400485896","doi":"https://doi.org/10.48550/arxiv.2407.05969","title":"Deform-Mamba Network for MRI Super-Resolution","display_name":"Deform-Mamba Network for MRI Super-Resolution","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400485896","doi":"https://doi.org/10.48550/arxiv.2407.05969"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05969","pdf_url":"https://arxiv.org/pdf/2407.05969","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.05969","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029741683","display_name":"Zexin Ji","orcid":"https://orcid.org/0000-0002-8811-2335"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ji, Zexin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062015169","display_name":"Beiji Zou","orcid":"https://orcid.org/0000-0002-3542-1097"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zou, Beiji","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077488582","display_name":"Xiaoyan Kui","orcid":"https://orcid.org/0000-0002-9957-7867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kui, Xiaoyan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101395569","display_name":"Pierre Vera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vera, Pierre","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5104346517","display_name":"Su Ruan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruan, Su","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":77},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9952,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9952,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9892,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.977,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.48905572},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.44180942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38273722},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36074477},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32533967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20363656}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05969","pdf_url":"https://arxiv.org/pdf/2407.05969","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05969","pdf_url":"https://arxiv.org/pdf/2407.05969","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W3186982001","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2324615561","https://openalex.org/W2245170124","https://openalex.org/W2086120259","https://openalex.org/W2076393078","https://openalex.org/W1984402782"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,48,109],"propose":[4],"a":[5,50,69,111],"new":[6],"architecture,":[7],"called":[8],"Deform-Mamba,":[9],"for":[10],"MR":[11,106],"image":[12],"super-resolution.":[13],"Unlike":[14],"conventional":[15],"CNN":[16],"or":[17,30],"Transformer-based":[18],"super-resolution":[19],"approaches":[20],"which":[21,53,91],"encounter":[22],"challenges":[23],"related":[24,123],"to":[25,37,77,84,115],"the":[26,40,74,79,85,89,99,117],"local":[27,41,94],"respective":[28],"field":[29],"heavy":[31],"computational":[32],"cost,":[33],"our":[34,132],"approach":[35,133],"aims":[36],"effectively":[38],"explore":[39,78],"and":[42,62,95,121,126,136],"global":[43,97],"information":[44],"of":[45,56,88,119],"images.":[46,107],"Specifically,":[47],"develop":[49],"Deform-Mamba":[51],"encoder":[52],"is":[54],"composed":[55],"two":[57],"branches,":[58],"modulated":[59],"deform":[60],"block":[61],"vision":[63,100],"Mamba":[64,101],"block.":[65],"We":[66],"also":[67],"design":[68],"multi-view":[70,80],"context":[71],"module":[72],"in":[73],"bottleneck":[75],"layer":[76],"contextual":[81],"content.":[82,124],"Thanks":[83],"extracted":[86],"features":[87],"encoder,":[90],"include":[92],"content-adaptive":[93],"efficient":[96],"information,":[98],"decoder":[102],"finally":[103],"generates":[104],"high-quality":[105],"Moreover,":[108],"introduce":[110],"contrastive":[112],"edge":[113,120],"loss":[114],"promote":[116],"reconstruction":[118],"contrast":[122],"Quantitative":[125],"qualitative":[127],"experimental":[128],"results":[129],"indicate":[130],"that":[131],"on":[134],"IXI":[135],"fastMRI":[137],"datasets":[138],"achieves":[139],"competitive":[140],"performance.":[141]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4400485896","counts_by_year":[],"updated_date":"2025-04-19T05:02:52.808707","created_date":"2024-07-11"}