{"id":"https://openalex.org/W2921601062","doi":"https://doi.org/10.1117/12.2513024","title":"Extraction of co-expressed discriminative features of Schizophrenia in imaging epigenetics framework","display_name":"Extraction of co-expressed discriminative features of Schizophrenia in imaging epigenetics framework","publication_year":2019,"publication_date":"2019-03-15","ids":{"openalex":"https://openalex.org/W2921601062","doi":"https://doi.org/10.1117/12.2513024","mag":"2921601062"},"language":"en","primary_location":{"id":"doi:10.1117/12.2513024","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2513024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging","raw_type":"proceedings-article"},"type":"article","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/A5013898624","display_name":"Yuntong Bai","orcid":"https://orcid.org/0000-0002-8916-3679"},"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":"Yuntong Bai","raw_affiliation_strings":["Tulane Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Tulane Univ. (United States)","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":"Zille Pascal","raw_affiliation_strings":["Tulane Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Tulane Univ. (United States)","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/I1334567473","display_name":"Mind Research Network","ror":"https://ror.org/032cjfs80","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1334567473"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["The Mind Research Network (United States)","Univ. of New Mexico (United States)"],"affiliations":[{"raw_affiliation_string":"The Mind Research Network (United States)","institution_ids":["https://openalex.org/I1334567473"]},{"raw_affiliation_string":"Univ. of New Mexico (United States)","institution_ids":[]}]},{"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":["Tulane Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Tulane Univ. (United States)","institution_ids":["https://openalex.org/I114832834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013898624"],"corresponding_institution_ids":["https://openalex.org/I114832834"],"apc_list":null,"apc_paid":null,"fwci":0.2557,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54651898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"55","issue":null,"first_page":"31","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9937000274658203,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9937000274658203,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10261","display_name":"Genetic Associations and Epidemiology","score":0.982699990272522,"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/dna-methylation","display_name":"DNA methylation","score":0.751203179359436},{"id":"https://openalex.org/keywords/epigenetics","display_name":"Epigenetics","score":0.7477127313613892},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6948003768920898},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.6622015237808228},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5439387559890747},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.5158957242965698},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.4781302511692047},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4656534790992737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4517693519592285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4169290065765381},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3959639370441437},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36591440439224243},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3384167551994324},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2913966178894043},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.19291475415229797},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16303184628486633},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.12426578998565674},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.08347997069358826}],"concepts":[{"id":"https://openalex.org/C190727270","wikidata":"https://www.wikidata.org/wiki/Q874745","display_name":"DNA methylation","level":4,"score":0.751203179359436},{"id":"https://openalex.org/C41091548","wikidata":"https://www.wikidata.org/wiki/Q26939","display_name":"Epigenetics","level":3,"score":0.7477127313613892},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6948003768920898},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.6622015237808228},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5439387559890747},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.5158957242965698},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.4781302511692047},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4656534790992737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4517693519592285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4169290065765381},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3959639370441437},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36591440439224243},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3384167551994324},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2913966178894043},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.19291475415229797},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16303184628486633},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.12426578998565674},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.08347997069358826},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2513024","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2513024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W177664770","https://openalex.org/W1585687822","https://openalex.org/W1964850060","https://openalex.org/W1966144527","https://openalex.org/W1969273085","https://openalex.org/W1977125063","https://openalex.org/W1983247893","https://openalex.org/W1992902151","https://openalex.org/W1994065699","https://openalex.org/W1998137132","https://openalex.org/W2005821483","https://openalex.org/W2015251162","https://openalex.org/W2015738173","https://openalex.org/W2022428482","https://openalex.org/W2029516410","https://openalex.org/W2033946472","https://openalex.org/W2069673779","https://openalex.org/W2071805286","https://openalex.org/W2074750860","https://openalex.org/W2079590167","https://openalex.org/W2101357408","https://openalex.org/W2104822838","https://openalex.org/W2106823827","https://openalex.org/W2115807273","https://openalex.org/W2122490588","https://openalex.org/W2123807162","https://openalex.org/W2124405492","https://openalex.org/W2130198345","https://openalex.org/W2130928508","https://openalex.org/W2159742364","https://openalex.org/W2167682271","https://openalex.org/W2171865323","https://openalex.org/W2171876105","https://openalex.org/W2171998949","https://openalex.org/W2582999260","https://openalex.org/W2608702473","https://openalex.org/W2731948962","https://openalex.org/W4252011789","https://openalex.org/W6654156471","https://openalex.org/W6658859862","https://openalex.org/W6675151585","https://openalex.org/W6679582511","https://openalex.org/W6740686903"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W4205463238","https://openalex.org/W1565185441","https://openalex.org/W259157601","https://openalex.org/W2761785940","https://openalex.org/W2093195256","https://openalex.org/W2154562908","https://openalex.org/W2155796846"],"abstract_inverted_index":{"Integration":[0],"of":[1,41,62,72,92],"imaging":[2,17,52],"and":[3,64,89],"non-imaging":[4],"data":[5],"has":[6],"been":[7],"a":[8,69,76],"heated":[9],"topic":[10],"in":[11,38,126],"biomedicine.":[12],"While":[13],"functional":[14],"magnetic":[15],"resonance":[16],"(fMRI)":[18],"can":[19],"serve":[20],"as":[21],"endo-phenotype":[22],"for":[23,85],"mental":[24,43],"disorders,":[25],"many":[26],"recent":[27],"researches":[28],"have":[29,68],"confirmed":[30],"the":[31,39,60,100,102,108,113,116,120],"essential":[32],"role":[33],"played":[34],"by":[35],"epigenetic":[36],"factors":[37],"progress":[40],"various":[42],"diseases":[44],"including":[45],"Schizophrenia(SZ),":[46],"which":[47],"fosters":[48],"an":[49],"emerging":[50],"branch":[51],"epigenetics.":[53],"In":[54,99],"this":[55],"study,":[56],"we":[57,74],"focus":[58],"on":[59,106],"integration":[61],"fMRI":[63,90],"DNA":[65,87],"methylation":[66,88],"to":[67],"deeper":[70],"understanding":[71],"SZ:":[73],"applied":[75],"model":[77],"combining":[78],"Lasso":[79],"with":[80,112],"Canonical":[81],"Correlation":[82],"Analysis":[83],"(CCA)":[84],"joint":[86],"analysis":[91],"184":[93],"subjects":[94],"(80":[95],"patients,104":[96],"healthy":[97],"controls).":[98],"model,":[101],"regression":[103],"term":[104,118],"focuses":[105],"extracting":[107],"discriminative":[109],"features":[110],"associated":[111],"disease,":[114],"while":[115],"CCA":[117],"incorporates":[119],"co-expression":[121],"among":[122],"extracted":[123],"features.We":[124],"succeeded":[125]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
