{"id":"https://openalex.org/W2964341539","doi":"https://doi.org/10.1109/tmi.2018.2815583","title":"FDR-Corrected Sparse Canonical Correlation Analysis With Applications to Imaging Genomics","display_name":"FDR-Corrected Sparse Canonical Correlation Analysis With Applications to Imaging Genomics","publication_year":2018,"publication_date":"2018-03-13","ids":{"openalex":"https://openalex.org/W2964341539","doi":"https://doi.org/10.1109/tmi.2018.2815583","mag":"2964341539","pmid":"https://pubmed.ncbi.nlm.nih.gov/29993802"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2018.2815583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2018.2815583","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/A5091213912","display_name":"Alexej Gossmann","orcid":"https://orcid.org/0000-0001-9068-3877"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexej Gossmann","raw_affiliation_strings":["Bioinnovation Ph.D. Program, Tulane University, New Orleans, LA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9068-3877","affiliations":[{"raw_affiliation_string":"Bioinnovation Ph.D. Program, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068176773","display_name":"Pascal Zill\u00e9","orcid":"https://orcid.org/0000-0002-8802-1230"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pascal Zille","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8802-1230","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince Calhoun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM, USA"],"raw_orcid":"https://orcid.org/0000-0001-9058-0747","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339106","display_name":"Yu\u2010Ping Wang","orcid":"https://orcid.org/0000-0001-9340-5864"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu-Ping Wang","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9340-5864","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1506,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.88712656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"37","issue":"8","first_page":"1761","last_page":"1774"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/false-discovery-rate","display_name":"False discovery rate","score":0.6989079117774963},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.6732288002967834},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6530566811561584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5937130451202393},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5256304144859314},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.518663763999939},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5177547335624695},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49327224493026733},{"id":"https://openalex.org/keywords/multiple-comparisons-problem","display_name":"Multiple comparisons problem","score":0.4548128843307495},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.4401475191116333},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41388264298439026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36650514602661133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34684956073760986},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29448020458221436},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2570157051086426},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.12689900398254395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11205863952636719},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10914522409439087}],"concepts":[{"id":"https://openalex.org/C193244246","wikidata":"https://www.wikidata.org/wiki/Q5432696","display_name":"False discovery rate","level":3,"score":0.6989079117774963},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.6732288002967834},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6530566811561584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5937130451202393},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5256304144859314},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.518663763999939},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5177547335624695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49327224493026733},{"id":"https://openalex.org/C183905921","wikidata":"https://www.wikidata.org/wiki/Q1038757","display_name":"Multiple comparisons problem","level":2,"score":0.4548128843307495},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.4401475191116333},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41388264298439026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36650514602661133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34684956073760986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29448020458221436},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2570157051086426},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.12689900398254395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11205863952636719},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10914522409439087},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2018.2815583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2018.2815583","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:29993802","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29993802","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4407193152","display_name":null,"funder_award_id":"1539067","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1967827763","https://openalex.org/W1973036322","https://openalex.org/W1976422186","https://openalex.org/W1986579353","https://openalex.org/W1988502218","https://openalex.org/W1989190663","https://openalex.org/W1993085390","https://openalex.org/W1998857002","https://openalex.org/W2003283154","https://openalex.org/W2004881650","https://openalex.org/W2007405802","https://openalex.org/W2008929650","https://openalex.org/W2013774910","https://openalex.org/W2020960495","https://openalex.org/W2020963727","https://openalex.org/W2025341678","https://openalex.org/W2025583640","https://openalex.org/W2027903201","https://openalex.org/W2029801640","https://openalex.org/W2035361044","https://openalex.org/W2036010272","https://openalex.org/W2050618347","https://openalex.org/W2058046532","https://openalex.org/W2058315074","https://openalex.org/W2063991996","https://openalex.org/W2064264863","https://openalex.org/W2066732183","https://openalex.org/W2069088601","https://openalex.org/W2070147198","https://openalex.org/W2071029082","https://openalex.org/W2076240628","https://openalex.org/W2082253757","https://openalex.org/W2090931677","https://openalex.org/W2094398934","https://openalex.org/W2096192437","https://openalex.org/W2097309923","https://openalex.org/W2098290597","https://openalex.org/W2110065044","https://openalex.org/W2112300402","https://openalex.org/W2112440119","https://openalex.org/W2117389010","https://openalex.org/W2120572720","https://openalex.org/W2123858748","https://openalex.org/W2125823313","https://openalex.org/W2126538155","https://openalex.org/W2135802610","https://openalex.org/W2138397090","https://openalex.org/W2138458759","https://openalex.org/W2140661418","https://openalex.org/W2152157708","https://openalex.org/W2157752701","https://openalex.org/W2161633633","https://openalex.org/W2164293318","https://openalex.org/W2169585496","https://openalex.org/W2302574298","https://openalex.org/W2510973425","https://openalex.org/W2589615506","https://openalex.org/W3123180678","https://openalex.org/W4301689241","https://openalex.org/W4385628969"],"related_works":["https://openalex.org/W4293336298","https://openalex.org/W2467227750","https://openalex.org/W2093104131","https://openalex.org/W2178204436","https://openalex.org/W4300887971","https://openalex.org/W2143079975","https://openalex.org/W2333750400","https://openalex.org/W1986765826","https://openalex.org/W2766832551","https://openalex.org/W1921844237"],"abstract_inverted_index":{"Reducing":[0],"the":[1,10,15,40,46,93,102,114,123,136,147,155,158,163,181,184,194,204,211,232],"number":[2,41],"of":[3,9,20,42,92,95,98,105,134,157,183],"false":[4,50],"discoveries":[5],"is":[6,19,54,82,87],"presently":[7],"one":[8],"most":[11],"pressing":[12],"issues":[13],"in":[14,27],"life":[16],"sciences.":[17],"It":[18],"especially":[21],"great":[22,69],"importance":[23],"for":[24,74,113],"many":[25],"applications":[26],"neuroimaging":[28],"and":[29,110,119,142],"genomics,":[30],"where":[31],"data":[32,112,201],"sets":[33,97],"are":[34],"typically":[35],"high-dimensional,":[36],"which":[37],"means":[38],"that":[39,57,63,86,176],"explanatory":[43],"variables":[44],"exceeds":[45],"sample":[47],"size.":[48],"The":[49,149],"discovery":[51],"rate":[52],"(FDR)":[53],"a":[55,72,83,132,143,188],"criterion":[56],"can":[58],"be":[59],"employed":[60],"to":[61,89,126,139,145,162,197,231],"address":[62],"issue.":[64],"Thus":[65],"it":[66,161],"has":[67],"gained":[68],"popularity":[70],"as":[71,170,172,224],"tool":[73],"testing":[75],"multiple":[76],"hypotheses.":[77],"Canonical":[78],"correlation":[79],"analysis":[80],"(CCA)":[81],"statistical":[84],"technique":[85],"used":[88],"make":[90],"sense":[91],"cross-correlation":[94],"two":[96],"measurements":[99],"collected":[100],"on":[101],"same":[103,115],"set":[104,202],"samples":[106],"(e.g.,":[107],"brain":[108,212,217],"imaging":[109,199],"genomic":[111,235],"mental":[116],"illness":[117],"patients),":[118],"sparse":[120,140],"CCA":[121],"extends":[122],"classical":[124],"method":[125,144,196],"high-dimensional":[127],"settings.":[128],"Here,":[129],"we":[130],"propose":[131],"way":[133],"applying":[135],"FDR":[137,151,182],"concept":[138],"CCA,":[141],"control":[146],"FDR.":[148],"proposed":[150,195],"correction":[152],"directly":[153],"influences":[154],"sparsity":[156,166],"solution,":[159],"adapting":[160],"unknown":[164],"true":[165],"level.":[167,191],"Theoretical":[168],"derivation":[169],"well":[171],"simulation":[173],"studies":[174],"show":[175],"our":[177],"procedure":[178],"indeed":[179],"keeps":[180],"canonical":[185],"vectors":[186],"below":[187],"user-specified":[189],"target":[190],"We":[192],"apply":[193],"an":[198,220],"genomics":[200],"from":[203,216],"Philadelphia":[205],"Neurodevelopmental":[206],"Cohort.":[207],"Our":[208],"results":[209],"link":[210],"connectivity":[213],"profiles":[214],"derived":[215],"activity":[218],"during":[219],"emotion":[221],"identification":[222],"task,":[223],"measured":[225],"by":[226],"functional":[227],"magnetic":[228],"resonance":[229],"imaging,":[230],"corresponding":[233],"subjects'":[234],"data.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}