{"id":"https://openalex.org/W4403419166","doi":"https://doi.org/10.1371/journal.pcbi.1012527","title":"A novel classification framework for genome-wide association study of whole brain MRI images using deep learning","display_name":"A novel classification framework for genome-wide association study of whole brain MRI images using deep learning","publication_year":2024,"publication_date":"2024-10-15","ids":{"openalex":"https://openalex.org/W4403419166","doi":"https://doi.org/10.1371/journal.pcbi.1012527","pmid":"https://pubmed.ncbi.nlm.nih.gov/39405331"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1012527","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012527","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1012527","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101818276","display_name":"Shaojun Yu","orcid":"https://orcid.org/0000-0003-3938-5828"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shaojun Yu","raw_affiliation_strings":["Department of Computer Science, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-3938-5828","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025737766","display_name":"Junjie Wu","orcid":"https://orcid.org/0000-0002-3946-940X"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junjie Wu","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022887194","display_name":"Yumeng Shao","orcid":"https://orcid.org/0000-0003-4767-5526"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yumeng Shao","raw_affiliation_strings":["University of Chicago, Chicago, Illinois, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, Illinois, United States of America","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048100233","display_name":"Deqiang Qiu","orcid":"https://orcid.org/0000-0001-8375-1755"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Deqiang Qiu","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, School of Medicine, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042399779","display_name":"Zhaohui Qin","orcid":"https://orcid.org/0000-0002-1583-146X"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhaohui S. Qin","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-1583-146X","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"last","author":{"id":null,"display_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"for the Alzheimer\u2019s Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022887194","https://openalex.org/A5025737766","https://openalex.org/A5042399779","https://openalex.org/A5048100233","https://openalex.org/A5101818276"],"corresponding_institution_ids":["https://openalex.org/I150468666","https://openalex.org/I40347166"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":3.6792,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.93330751,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"20","issue":"10","first_page":"e1012527","last_page":"e1012527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9990000128746033,"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":0.9990000128746033,"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/T11642","display_name":"Genomics and Rare Diseases","score":0.9830999970436096,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.9814000129699707,"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/neuroimaging","display_name":"Neuroimaging","score":0.8466625213623047},{"id":"https://openalex.org/keywords/genome-wide-association-study","display_name":"Genome-wide association study","score":0.6798511743545532},{"id":"https://openalex.org/keywords/imaging-genetics","display_name":"Imaging genetics","score":0.6593438982963562},{"id":"https://openalex.org/keywords/single-nucleotide-polymorphism","display_name":"Single-nucleotide polymorphism","score":0.6530584096908569},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.5969164967536926},{"id":"https://openalex.org/keywords/snp","display_name":"SNP","score":0.5127009153366089},{"id":"https://openalex.org/keywords/genetic-association","display_name":"Genetic association","score":0.5072709918022156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5010838508605957},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4859670400619507},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.4830342233181},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4358065724372864},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4299834966659546},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4185996651649475},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3856014907360077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3798653185367584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3323885202407837},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.32553207874298096},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.30573320388793945},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2942694425582886},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.25145164132118225},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2466297447681427},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18951359391212463},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.13345444202423096},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09163984656333923}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8466625213623047},{"id":"https://openalex.org/C106208931","wikidata":"https://www.wikidata.org/wiki/Q1098876","display_name":"Genome-wide association study","level":5,"score":0.6798511743545532},{"id":"https://openalex.org/C18183760","wikidata":"https://www.wikidata.org/wiki/Q6002833","display_name":"Imaging genetics","level":3,"score":0.6593438982963562},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.6530584096908569},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.5969164967536926},{"id":"https://openalex.org/C139275648","wikidata":"https://www.wikidata.org/wiki/Q17134011","display_name":"SNP","level":5,"score":0.5127009153366089},{"id":"https://openalex.org/C186413461","wikidata":"https://www.wikidata.org/wiki/Q744727","display_name":"Genetic association","level":5,"score":0.5072709918022156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5010838508605957},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4859670400619507},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.4830342233181},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4358065724372864},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4299834966659546},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4185996651649475},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3856014907360077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3798653185367584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3323885202407837},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.32553207874298096},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.30573320388793945},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2942694425582886},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25145164132118225},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2466297447681427},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18951359391212463},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.13345444202423096},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09163984656333923},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D020641","descriptor_name":"Polymorphism, Single Nucleotide","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055106","descriptor_name":"Genome-Wide Association Study","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1371/journal.pcbi.1012527","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012527","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:39405331","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39405331","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11508069","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11508069","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11508069/pdf/pcbi.1012527.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:uchicago.tind.io:13840","is_oa":false,"landing_page_url":"http://knowledge.uchicago.edu/record/13840","pdf_url":null,"source":{"id":"https://openalex.org/S4306402460","display_name":"Knowledge@UChicago (University of Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40347166","host_organization_name":"University of Chicago","host_organization_lineage":["https://openalex.org/I40347166"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://knowledge.uchicago.edu/record/13840","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1012527","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1012527","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7828569190","display_name":null,"funder_award_id":"R01AG072603","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320309381","display_name":"Emory University","ror":"https://ror.org/03czfpz43"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320334507","display_name":"Goizueta Business School, Emory University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1527927437","https://openalex.org/W1832144473","https://openalex.org/W1901948746","https://openalex.org/W1979030149","https://openalex.org/W1979804471","https://openalex.org/W1994029270","https://openalex.org/W2027662587","https://openalex.org/W2028133290","https://openalex.org/W2036144540","https://openalex.org/W2041325253","https://openalex.org/W2046141452","https://openalex.org/W2057303589","https://openalex.org/W2057680708","https://openalex.org/W2086799994","https://openalex.org/W2096966803","https://openalex.org/W2099326256","https://openalex.org/W2108962976","https://openalex.org/W2110496823","https://openalex.org/W2116868464","https://openalex.org/W2122066039","https://openalex.org/W2122328291","https://openalex.org/W2134755636","https://openalex.org/W2147800946","https://openalex.org/W2154241112","https://openalex.org/W2159482845","https://openalex.org/W2162988145","https://openalex.org/W2171251197","https://openalex.org/W2194775991","https://openalex.org/W2302218937","https://openalex.org/W2417483443","https://openalex.org/W2531409750","https://openalex.org/W2544894372","https://openalex.org/W2883573930","https://openalex.org/W2895693082","https://openalex.org/W2897279578","https://openalex.org/W2915044036","https://openalex.org/W2917071648","https://openalex.org/W2925197748","https://openalex.org/W2928665623","https://openalex.org/W2969996045","https://openalex.org/W2977883299","https://openalex.org/W2982638646","https://openalex.org/W2986919234","https://openalex.org/W2999309192","https://openalex.org/W3011154449","https://openalex.org/W3011942165","https://openalex.org/W3094502228","https://openalex.org/W3108932871","https://openalex.org/W3121695629","https://openalex.org/W3144951232","https://openalex.org/W3145969289","https://openalex.org/W3153023576","https://openalex.org/W3156441252","https://openalex.org/W3173024175","https://openalex.org/W4205284861","https://openalex.org/W4220711675","https://openalex.org/W4223520055","https://openalex.org/W4294216483","https://openalex.org/W4304698823","https://openalex.org/W4308616307","https://openalex.org/W4367294547","https://openalex.org/W6657599057","https://openalex.org/W6687483927","https://openalex.org/W6910562601"],"related_works":["https://openalex.org/W2901452957","https://openalex.org/W2594299395","https://openalex.org/W2066467839","https://openalex.org/W2111842731","https://openalex.org/W2170506381","https://openalex.org/W2765794416","https://openalex.org/W2039666944","https://openalex.org/W1531630856","https://openalex.org/W1486217206","https://openalex.org/W1992310781"],"abstract_inverted_index":{"Genome-wide":[0],"association":[1,160],"studies":[2],"(GWASs)":[3],"have":[4,47],"been":[5],"widely":[6],"applied":[7,129],"in":[8,26,124],"the":[9,40,143,151],"neuroimaging":[10,27],"field":[11],"to":[12,52,74,113,132,161],"discover":[13],"genetic":[14,70],"variants":[15,71,156],"associated":[16,115],"with":[17,116],"brain-related":[18],"traits.":[19],"So":[20],"far,":[21],"almost":[22],"all":[23],"GWASs":[24],"conducted":[25],"genetics":[28],"are":[29],"performed":[30],"on":[31,77],"univariate":[32],"quantitative":[33],"features":[34],"summarized":[35],"from":[36],"brain":[37,117,126,162],"images.":[38,54,127],"On":[39],"other":[41],"hand,":[42],"powerful":[43],"deep":[44],"learning":[45,65],"technologies":[46],"dramatically":[48],"improved":[49],"our":[50],"ability":[51],"classify":[53],"In":[55],"this":[56,96,109,130],"study,":[57],"we":[58,105,153],"proposed":[59],"and":[60,138],"implemented":[61],"a":[62,83,133],"novel":[63,155],"machine":[64,103],"strategy":[66,131],"for":[67],"systematically":[68],"identifying":[69],"that":[72,108,157],"lead":[73],"detectable":[75],"nuances":[76],"Magnetic":[78],"Resonance":[79],"Images":[80],"(MRI).":[81],"For":[82],"specific":[84],"single":[85],"nucleotide":[86],"polymorphism":[87],"(SNP),":[88],"if":[89],"MRI":[90,125,136],"images":[91],"labeled":[92],"by":[93,142],"genotypes":[94],"of":[95,135],"SNP":[97,110],"can":[98],"be":[99,114],"reliably":[100],"distinguished":[101],"using":[102],"learning,":[104],"then":[106],"hypothesized":[107],"is":[111,122],"likely":[112],"anatomy":[118],"or":[119],"function":[120],"which":[121],"manifested":[123],"We":[128],"catalog":[134],"image":[137],"genotype":[139],"data":[140],"collected":[141],"Alzheimer's":[144],"Disease":[145],"Neuroimaging":[146],"Initiative":[147],"(ADNI)":[148],"consortium.":[149],"From":[150],"results,":[152],"identified":[154],"show":[158],"strong":[159],"phenotypes.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
