{"id":"https://openalex.org/W2949722104","doi":"https://doi.org/10.1142/s0219720019500288","title":"Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics","display_name":"Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics","publication_year":2019,"publication_date":"2019-06-11","ids":{"openalex":"https://openalex.org/W2949722104","doi":"https://doi.org/10.1142/s0219720019500288","mag":"2949722104","pmid":"https://pubmed.ncbi.nlm.nih.gov/31617462"},"language":"en","primary_location":{"id":"doi:10.1142/s0219720019500288","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219720019500288","pdf_url":null,"source":{"id":"https://openalex.org/S155349577","display_name":"Journal of Bioinformatics and Computational Biology","issn_l":"0219-7200","issn":["0219-7200","1757-6334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Bioinformatics and Computational Biology","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/A5049423717","display_name":"Md Ashad Alam","orcid":"https://orcid.org/0000-0002-7622-0216"},"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":true,"raw_author_name":"Md. Ashad Alam","raw_affiliation_strings":["Tulane Center of Bioinformatics and Genomics, Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA 70118, USA"],"affiliations":[{"raw_affiliation_string":"Tulane Center of Bioinformatics and Genomics, Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA 70118, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065624271","display_name":"Osamu Komori","orcid":"https://orcid.org/0000-0003-2174-1812"},"institutions":[{"id":"https://openalex.org/I6030618","display_name":"Seikei University","ror":"https://ror.org/03ptaj492","country_code":"JP","type":"education","lineage":["https://openalex.org/I6030618"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Osamu Komori","raw_affiliation_strings":["Department of Computer and Information Science, Seikei University 3-3-1 Kichijojikitamachi, Musashino-shi Tokyo 180-8633 Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, Seikei University 3-3-1 Kichijojikitamachi, Musashino-shi Tokyo 180-8633 Japan","institution_ids":["https://openalex.org/I6030618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024194480","display_name":"Hong\u2010Wen Deng","orcid":"https://orcid.org/0000-0002-0387-8818"},"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":"Hong-Wen Deng","raw_affiliation_strings":["Tulane Center of Bioinformatics and Genomics, Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA 70118, USA"],"affiliations":[{"raw_affiliation_string":"Tulane Center of Bioinformatics and Genomics, Department of Global Biostatistics and Data Science, Tulane University, New Orleans, LA 70118, 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/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA30302, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA30302, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444","https://openalex.org/I181565077","https://openalex.org/I150468666"]}]},{"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":true,"raw_author_name":"Yu-Ping Wang","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA 70118, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA 70118, USA","institution_ids":["https://openalex.org/I114832834"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049423717","https://openalex.org/A5100339106"],"corresponding_institution_ids":["https://openalex.org/I114832834"],"apc_list":null,"apc_paid":null,"fwci":0.2557,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.55299822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"17","issue":"04","first_page":"1950028","last_page":"1950028"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9991000294685364,"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":0.9983000159263611,"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/T11468","display_name":"Genetic Mapping and Diversity in Plants and Animals","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6095600128173828},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.44873106479644775},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43793854117393494},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4197229743003845},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.41240814328193665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3972456455230713},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.37355732917785645},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.36267223954200745},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.3539978861808777},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3353727459907532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32751306891441345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2972366213798523}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6095600128173828},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.44873106479644775},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43793854117393494},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4197229743003845},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.41240814328193665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3972456455230713},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.37355732917785645},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.36267223954200745},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.3539978861808777},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3353727459907532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32751306891441345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2972366213798523},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000704","descriptor_name":"Analysis of Variance","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":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053263","descriptor_name":"Gene Regulatory Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D056726","descriptor_name":"Genetic Association Studies","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D063990","descriptor_name":"Gene Ontology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063990","descriptor_name":"Gene Ontology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063990","descriptor_name":"Gene Ontology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219720019500288","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219720019500288","pdf_url":null,"source":{"id":"https://openalex.org/S155349577","display_name":"Journal of Bioinformatics and Computational Biology","issn_l":"0219-7200","issn":["0219-7200","1757-6334"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311754","host_organization_name":"Imperial College Press","host_organization_lineage":["https://openalex.org/P4310311754"],"host_organization_lineage_names":["Imperial College Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Bioinformatics and Computational Biology","raw_type":"journal-article"},{"id":"pmid:31617462","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31617462","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":"Journal of bioinformatics and computational biology","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1262297082","display_name":null,"funder_award_id":"R01GM109068","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2733555186","display_name":null,"funder_award_id":"R01AR069055","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G421041580","display_name":null,"funder_award_id":"P20 GM109036","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G4407193152","display_name":null,"funder_award_id":"1539067","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4888031145","display_name":null,"funder_award_id":"R01MH104680","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5140373084","display_name":null,"funder_award_id":"R01MH104680","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G5716216954","display_name":null,"funder_award_id":"R01GM109068","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G6394284677","display_name":null,"funder_award_id":"R01AR059781","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6456665753","display_name":null,"funder_award_id":"U19AG055373","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G6586840319","display_name":null,"funder_award_id":"R01AR057049","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6653621909","display_name":null,"funder_award_id":"R01MH107354","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6906692969","display_name":null,"funder_award_id":"R01MH107354","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"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"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W139501938","https://openalex.org/W255015615","https://openalex.org/W576428146","https://openalex.org/W1595421938","https://openalex.org/W1822695366","https://openalex.org/W1967827763","https://openalex.org/W1972832829","https://openalex.org/W1994782925","https://openalex.org/W1998008701","https://openalex.org/W2002070806","https://openalex.org/W2026069168","https://openalex.org/W2041309622","https://openalex.org/W2041713290","https://openalex.org/W2065371646","https://openalex.org/W2072986941","https://openalex.org/W2076495671","https://openalex.org/W2089870445","https://openalex.org/W2096173332","https://openalex.org/W2120572720","https://openalex.org/W2128207034","https://openalex.org/W2146774335","https://openalex.org/W2147184730","https://openalex.org/W2149663041","https://openalex.org/W2158217645","https://openalex.org/W2161633633","https://openalex.org/W2168029744","https://openalex.org/W2171418097","https://openalex.org/W2188217758","https://openalex.org/W2212494754","https://openalex.org/W2288929640","https://openalex.org/W2547788783","https://openalex.org/W2559259166","https://openalex.org/W2616050959","https://openalex.org/W2795431618","https://openalex.org/W2889513258","https://openalex.org/W3099018540","https://openalex.org/W3099761860","https://openalex.org/W3101749733","https://openalex.org/W3105132240","https://openalex.org/W4205806204"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"The":[0,96],"kernel":[1,29,44,50,60,161],"canonical":[2,30],"correlation":[3,31],"analysis":[4,32],"based":[5],"U-statistic":[6],"(KCCU)":[7],"is":[8,22,35,63,89,99,136],"being":[9],"used":[10],"to":[11,38,102,214],"detect":[12],"nonlinear":[13],"gene-gene":[14,173,186,199],"co-associations.":[15,174],"Estimating":[16],"the":[17,20,28,55,76,79,108,118,130,133,145,156,159,204],"variance":[18,77],"of":[19,57,78,132,141,158,224],"KCCU":[21,98],"however":[23],"computationally":[24],"intensive.":[25],"In":[26],"addition,":[27],"(kernel":[33],"CCA)":[34],"not":[36],"robust":[37,43,49,59,86,97,146,160,206],"contaminated":[39,94],"data.":[40,95],"Using":[41],"a":[42,48,58,84,137],"mean":[45],"element":[46],"and":[47,114,144,201,218],"(cross)-covariance":[51],"operator":[52],"potentially":[53],"enables":[54],"use":[56],"CCA,":[61,162],"which":[62,88],"studied":[64],"in":[65,152,212],"this":[66],"paper.":[67],"We":[68,81,106,124,175],"first":[69],"propose":[70],"an":[71],"influence":[72],"function-based":[73],"estimator":[74],"for":[75,91,172,182,189],"KCCU.":[80,105],"then":[82],"present":[83],"non-parametric":[85],"KCCU,":[87],"designed":[90],"dealing":[92],"with":[93,179],"less":[100],"sensitive":[101],"noise":[103],"than":[104],"investigate":[107],"proposed":[109,134,205],"method":[110],"using":[111],"both":[112],"synthesized":[113],"real":[115],"data":[116,166],"from":[117],"Mind":[119],"Clinical":[120],"Imaging":[121],"Consortium":[122],"(MCIC).":[123],"show":[125],"through":[126],"simulation":[127],"studies":[128],"that":[129],"power":[131],"methods":[135,207],"monotonically":[138],"increasing":[139],"function":[140],"sample":[142],"size,":[143],"test":[147],"statistics":[148],"bring":[149],"incremental":[150],"gains":[151],"power.":[153],"To":[154],"demonstrate":[155,219],"advantage":[157],"we":[163],"study":[164],"MCIC":[165],"among":[167],"22,442":[168],"candidate":[169],"Schizophrenia":[170],"genes":[171,178,211],"select":[176],"768":[177],"strong":[180],"evidence":[181],"shedding":[183],"light":[184],"on":[185],"interaction":[187],"networks":[188],"Schizophrenia.":[190],"By":[191],"performing":[192],"gene":[193,216],"ontology":[194],"enrichment":[195],"analysis,":[196,198],"pathway":[197],"network":[200],"other":[202],"studies,":[203],"can":[208],"find":[209],"undiscovered":[210],"addition":[213],"significant":[215],"pairs,":[217],"superior":[220],"performance":[221],"over":[222],"several":[223],"current":[225],"approaches.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
