{"id":"https://openalex.org/W7161836418","doi":"https://doi.org/10.1109/isbi61048.2026.11515298","title":"High-Fidelity 3D CT Super-Resolution on Real-Paired Datasets with Adaptive Interpolation and Feature Consistency","display_name":"High-Fidelity 3D CT Super-Resolution on Real-Paired Datasets with Adaptive Interpolation and Feature Consistency","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7161836418","doi":"https://doi.org/10.1109/isbi61048.2026.11515298"},"language":null,"primary_location":{"id":"doi:10.1109/isbi61048.2026.11515298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5136532193","display_name":"Dingfu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingfu Huang","raw_affiliation_strings":["School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136514063","display_name":"Wang Bo","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Bo","raw_affiliation_strings":["School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101592407","display_name":"S. Kevin Zhou","orcid":"https://orcid.org/0000-0002-0973-7231"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Kevin Zhou","raw_affiliation_strings":["School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering,Division of Life Sciences and Medicine, University of Science and Technology of China (USTC),Hefei,Anhui,China,230026","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9478999972343445,"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":0.9478999972343445,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.007499999832361937,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.0066999997943639755,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5275999903678894},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.4936000108718872},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4823000133037567},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4693000018596649}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6187999844551086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5565999746322632},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5275999903678894},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.4936000108718872},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4823000133037567},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4693000018596649},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37770000100135803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3296000063419342},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3285999894142151},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.3089999854564667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi61048.2026.11515298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi61048.2026.11515298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 23rd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7571408944","display_name":null,"funder_award_id":"62271465","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":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2331128040","https://openalex.org/W2782945719","https://openalex.org/W2963372104","https://openalex.org/W3022845895","https://openalex.org/W3035505623","https://openalex.org/W3092678201","https://openalex.org/W3138516171","https://openalex.org/W3207918547","https://openalex.org/W4296057266","https://openalex.org/W4313156423","https://openalex.org/W4395680641","https://openalex.org/W4404646478","https://openalex.org/W4413054629"],"related_works":[],"abstract_inverted_index":{"High-resolution":[0],"thin-slice":[1],"Computed":[2],"Tomography":[3],"(CT)":[4],"imaging":[5],"is":[6],"critical":[7],"for":[8,97],"accurate":[9],"diagnosis,":[10],"yet":[11],"clinical":[12],"scans":[13],"are":[14],"often":[15],"acquired":[16],"with":[17],"thick":[18],"slices":[19],"to":[20,29,124,149],"reduce":[21],"radiation":[22],"dose":[23],"and":[24,37,67,91,112,128,145],"scanning":[25],"time.":[26],"This":[27],"leads":[28],"anisotropic":[30],"volumes":[31,53],"that":[32,78,138],"obscure":[33],"fine":[34],"anatomical":[35],"details":[36],"hinder":[38],"3D":[39],"analysis.":[40],"While":[41],"deep":[42],"learning-based":[43],"super-resolution":[44],"(SR)":[45],"methods":[46],"have":[47],"made":[48],"progress":[49],"in":[50,62],"reconstructing":[51],"high-resolution":[52],"from":[54],"thick-slice":[55],"inputs,":[56],"they":[57],"remain":[58],"limited":[59],"by":[60,109],"challenges":[61],"slice":[63,86],"generation,":[64],"feature":[65,118],"enhancement,":[66],"structural":[68,126],"refinement.":[69],"In":[70],"this":[71],"work,":[72],"we":[73],"present":[74],"a":[75],"unified":[76],"framework":[77],"systematically":[79],"addresses":[80],"these":[81],"three":[82],"aspects.":[83],"An":[84],"adaptive":[85],"interpolation":[87],"module":[88],"enables":[89],"content-driven":[90],"positionaware":[92],"generation":[93],"of":[94],"intermediate":[95],"features":[96],"anatomically":[98],"consistent":[99],"upsampling.":[100],"A":[101],"frequency-enhanced":[102],"throughplane":[103],"attention":[104],"block":[105],"enriches":[106],"multi-view":[107],"representations":[108,123],"integrating":[110],"spatial":[111],"frequency":[113],"cues.":[114],"Furthermore,":[115],"an":[116],"EMA-based":[117],"consistency":[119],"strategy":[120],"refines":[121],"latent":[122],"ensure":[125],"coherence":[127],"perceptual":[129],"fidelity.":[130],"Experiments":[131],"on":[132],"real":[133],"paired":[134],"CT":[135],"datasets":[136],"demonstrate":[137],"our":[139],"method":[140],"achieves":[141],"superior":[142],"quantitative":[143],"accuracy":[144],"visual":[146],"realism":[147],"compared":[148],"state-of-the-art":[150],"approaches.":[151],"Code":[152],"available":[153],"at:":[154],"https://github.com/bigcl/AIFC-SR":[155]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-21T00:00:00"}
