{"id":"https://openalex.org/W2331918145","doi":"https://doi.org/10.1109/tmi.2016.2549918","title":"Reconstruction of 7T-Like Images From 3T MRI","display_name":"Reconstruction of 7T-Like Images From 3T MRI","publication_year":2016,"publication_date":"2016-04-01","ids":{"openalex":"https://openalex.org/W2331918145","doi":"https://doi.org/10.1109/tmi.2016.2549918","mag":"2331918145","pmid":"https://pubmed.ncbi.nlm.nih.gov/27046894"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2016.2549918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2016.2549918","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","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/A5043300451","display_name":"Khosro Bahrami","orcid":"https://orcid.org/0000-0001-5051-039X"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khosro Bahrami","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":"https://orcid.org/0000-0001-5051-039X","affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044868467","display_name":"Feng Shi","orcid":"https://orcid.org/0000-0003-1522-9943"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Shi","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059535270","display_name":"Xiaopeng Zong","orcid":"https://orcid.org/0000-0003-4235-6948"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaopeng Zong","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109895081","display_name":"Hae Won Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hae Won Shin","raw_affiliation_strings":["Departments of Neurology and Neurosurgery, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Neurology and Neurosurgery, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052040538","display_name":"Hongyu An","orcid":"https://orcid.org/0000-0001-6459-2269"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongyu An","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea","Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7463,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.97490456,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"35","issue":"9","first_page":"2085","last_page":"2097"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9984999895095825,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9979000091552734,"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":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6964032649993896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6652895212173462},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.592144787311554},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5679417252540588},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5574886798858643},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5457983016967773},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5120435357093811},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4805750846862793},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47786229848861694},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4474051296710968},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44568151235580444},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41865676641464233},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3085169196128845},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17495211958885193},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.13219061493873596}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6964032649993896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6652895212173462},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.592144787311554},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5679417252540588},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5574886798858643},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5457983016967773},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5120435357093811},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4805750846862793},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47786229848861694},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4474051296710968},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44568151235580444},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41865676641464233},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3085169196128845},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17495211958885193},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13219061493873596},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2016.2549918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2016.2549918","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:27046894","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27046894","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 transactions on medical imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:4089207","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5147737","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1237273887","display_name":null,"funder_award_id":"R01 AG042599","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1520354424","display_name":null,"funder_award_id":"R01 AG041721","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1529334509","display_name":null,"funder_award_id":"R01 EB008374","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G2210251488","display_name":null,"funder_award_id":"AG042599","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2391590095","display_name":null,"funder_award_id":"R01 MH100217","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G2811341364","display_name":null,"funder_award_id":"AG041721","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3641222960","display_name":null,"funder_award_id":"EB009634","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3659409583","display_name":null,"funder_award_id":"MH100217","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3859036546","display_name":null,"funder_award_id":"EB008374","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6623160951","display_name":null,"funder_award_id":"R01 EB006733","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G6905729993","display_name":null,"funder_award_id":"EB006733","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7294934096","display_name":null,"funder_award_id":"AG049371","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7378543102","display_name":null,"funder_award_id":"R01 AG049371","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7662282662","display_name":null,"funder_award_id":"R01 EB009634","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1502698477","https://openalex.org/W1949599440","https://openalex.org/W1981047752","https://openalex.org/W1983060851","https://openalex.org/W1989704934","https://openalex.org/W1992408872","https://openalex.org/W1999457380","https://openalex.org/W2005503451","https://openalex.org/W2010430323","https://openalex.org/W2011481459","https://openalex.org/W2011952414","https://openalex.org/W2015497428","https://openalex.org/W2015897296","https://openalex.org/W2017429172","https://openalex.org/W2023253889","https://openalex.org/W2030480732","https://openalex.org/W2036879854","https://openalex.org/W2039539938","https://openalex.org/W2046933782","https://openalex.org/W2051738325","https://openalex.org/W2055491692","https://openalex.org/W2057015512","https://openalex.org/W2057065563","https://openalex.org/W2067625321","https://openalex.org/W2088254198","https://openalex.org/W2092245015","https://openalex.org/W2097074225","https://openalex.org/W2103844245","https://openalex.org/W2115110620","https://openalex.org/W2117865218","https://openalex.org/W2121058967","https://openalex.org/W2124438045","https://openalex.org/W2134584543","https://openalex.org/W2137290314","https://openalex.org/W2143233814","https://openalex.org/W2149669120","https://openalex.org/W2157466038","https://openalex.org/W2164551808","https://openalex.org/W2187351272","https://openalex.org/W2208340121","https://openalex.org/W2282892678","https://openalex.org/W2292976057","https://openalex.org/W2437838797","https://openalex.org/W2545025984","https://openalex.org/W3104720471","https://openalex.org/W4230920194","https://openalex.org/W6718422329"],"related_works":["https://openalex.org/W2757389719","https://openalex.org/W2951714568","https://openalex.org/W1988158806","https://openalex.org/W1963814553","https://openalex.org/W2037595954","https://openalex.org/W2507293823","https://openalex.org/W2386146599","https://openalex.org/W2018015402","https://openalex.org/W1995070803","https://openalex.org/W2801815023"],"abstract_inverted_index":{"In":[0,245],"the":[1,56,62,75,86,151,167,175,181,188,191,208,230,257,262,270,276,282,288,349,360],"recent":[2],"MRI":[3,35,251],"scanning,":[4],"ultra-high-field":[5],"(7T)":[6],"MR":[7,155,170,217,317,363,394],"imaging":[8],"provides":[9],"higher":[10,106,373],"resolution":[11,80,107],"and":[12,27,40,45,81,98,108,123,130,184,194,215,233,260,315,328,387],"better":[13,333],"tissue":[14,91,357],"contrast":[15],"compared":[16,389],"to":[17,51,61,73,149,157,228,237,241,274,280,331,337,372,390],"routine":[18],"3T":[19,71,122,154,169,183,193,214,232,250,258,314,393],"MRI,":[20,66,72],"which":[21,119],"may":[22],"help":[23],"in":[24,77,140,187,301,342,375],"more":[25,38,96],"accurate":[26],"early":[28],"brain":[29,99,356],"diseases":[30],"diagnosis.":[31],"However,":[32],"currently,":[33],"7T":[34,65,124,185,195,216,234,272,316],"scanners":[36],"are":[37,164,197,266],"expensive":[39],"less":[41],"available":[42],"at":[43],"clinical":[44],"research":[46],"centers.":[47],"These":[48],"motivate":[49],"us":[50],"propose":[52,132,225],"a":[53,116,133,141,238,302,343],"method":[54,324,341],"for":[55,199,207],"reconstruction":[57,135,294],"of":[58,64,79,153,213,351,377,392],"images":[59,125,186,218,370],"close":[60],"quality":[63,76,152],"called":[67],"7T-like":[68,159,277,362,369],"images,":[69],"from":[70,127,166,179,219],"improve":[74,150],"terms":[78],"contrast.":[82,109],"By":[83],"doing":[84],"so,":[85],"post-processing":[87,352],"tasks,":[88],"such":[89,246,354],"as":[90,355],"segmentation,":[92],"can":[93,102],"be":[94,103,158],"done":[95,308],"accurately":[97],"tissues":[100],"details":[101],"seen":[104],"with":[105,269,297,312],"To":[110],"do":[111],"this,":[112],"we":[113,210,224,347],"have":[114,281,306],"acquired":[115],"unique":[117],"dataset":[118],"includes":[120],"paired":[121,192,231],"scanned":[126],"same":[128],"subjects,":[129],"then":[131,261],"hierarchical":[134,303],"based":[136],"on":[137,359],"group":[138,289],"sparsity":[139,290],"novel":[142],"multi-level":[143,226],"Canonical":[144],"Correlation":[145],"Analysis":[146],"(CCA)":[147],"space,":[148,247],"image":[156],"MRI.":[160],"First,":[161],"overlapping":[162],"patches":[163,178],"extracted":[165],"input":[168,249],"image.":[171],"Then,":[172,223],"by":[173,256],"extracting":[174],"most":[176],"similar":[177],"all":[180],"aligned":[182],"training":[189,221],"set,":[190],"dictionaries":[196],"constructed":[198],"each":[200,220,248],"patch.":[201,278],"It":[202],"is":[203,253,291,295,329],"worth":[204],"noting":[205],"that,":[206],"training,":[209],"use":[211],"pairs":[212],"subject.":[222],"CCA":[227],"map":[229],"patch":[235,252,299],"sets":[236],"common":[239],"space":[240],"increase":[242],"their":[243],"correlations.":[244],"sparsely":[254],"represented":[255],"dictionary":[259,273],"obtained":[263],"sparse":[264],"coefficients":[265],"used":[267],"together":[268],"corresponding":[271],"reconstruct":[275],"Also,":[279,336],"structural":[283,334],"consistency":[284],"between":[285],"adjacent":[286],"patches,":[287],"employed.":[292],"This":[293],"performed":[296],"changing":[298],"sizes":[300],"framework.":[304],"Experiments":[305],"been":[307],"using":[309],"13":[310],"subjects":[311],"both":[313],"images.":[318,364,395],"The":[319],"results":[320],"show":[321,366],"that":[322,367],"our":[323,339,368],"outperforms":[325],"previous":[326],"methods":[327,353],"able":[330],"recover":[332],"details.":[335],"place":[338],"proposed":[340],"medical":[344],"application":[345],"context,":[346],"evaluated":[348],"influence":[350],"segmentation":[358,376,391],"reconstructed":[361],"Results":[365],"lead":[371],"accuracy":[374],"white":[378],"matter":[379,382],"(WM),":[380],"gray":[381],"(GM),":[383],"cerebrospinal":[384],"fluid":[385],"(CSF),":[386],"skull,":[388]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}