{"id":"https://openalex.org/W3201098634","doi":"https://doi.org/10.1371/journal.pcbi.1009279","title":"Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics","display_name":"Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics","publication_year":2021,"publication_date":"2021-09-16","ids":{"openalex":"https://openalex.org/W3201098634","doi":"https://doi.org/10.1371/journal.pcbi.1009279","mag":"3201098634","pmid":"https://pubmed.ncbi.nlm.nih.gov/34529652"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1009279","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009279","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.1009279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085717731","display_name":"Eric Bridgeford","orcid":"https://orcid.org/0000-0001-6115-719X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric W. Bridgeford","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-6115-719X","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058606356","display_name":"Shangsi Wang","orcid":"https://orcid.org/0000-0001-8421-795X"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shangsi Wang","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0001-8421-795X","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100629712","display_name":"Zeyi Wang","orcid":"https://orcid.org/0000-0002-2786-6969"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zeyi Wang","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2786-6969","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101640031","display_name":"Ting Xu","orcid":"https://orcid.org/0000-0002-0065-3832"},"institutions":[{"id":"https://openalex.org/I4210103248","display_name":"Child Mind Institute","ror":"https://ror.org/01bfgxw09","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210103248"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting Xu","raw_affiliation_strings":["Child Mind Institute, New York, New York, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-0065-3832","affiliations":[{"raw_affiliation_string":"Child Mind Institute, New York, New York, United States of America","institution_ids":["https://openalex.org/I4210103248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065821998","display_name":"R. Cameron Craddock","orcid":"https://orcid.org/0000-0002-4950-1303"},"institutions":[{"id":"https://openalex.org/I4210103248","display_name":"Child Mind Institute","ror":"https://ror.org/01bfgxw09","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210103248"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cameron Craddock","raw_affiliation_strings":["Child Mind Institute, New York, New York, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-4950-1303","affiliations":[{"raw_affiliation_string":"Child Mind Institute, New York, New York, United States of America","institution_ids":["https://openalex.org/I4210103248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101499187","display_name":"Jayanta Dey","orcid":"https://orcid.org/0000-0002-6713-7402"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayanta Dey","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-6713-7402","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053240953","display_name":"Gregory Kiar","orcid":"https://orcid.org/0000-0001-8915-496X"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gregory Kiar","raw_affiliation_strings":["McGill University, Montreal, Quebec, Canada"],"raw_orcid":"https://orcid.org/0000-0001-8915-496X","affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067336192","display_name":"William Gray-Roncal","orcid":"https://orcid.org/0000-0002-7362-9665"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Gray-Roncal","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-7362-9665","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080758121","display_name":"Carlo Colantuoni","orcid":"https://orcid.org/0000-0001-6818-6380"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlo Colantuoni","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028941911","display_name":"Christopher Douville","orcid":"https://orcid.org/0000-0002-2510-4151"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Douville","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2510-4151","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042339320","display_name":"Stephanie Noble","orcid":"https://orcid.org/0000-0002-4804-5553"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Noble","raw_affiliation_strings":["Yale University, New Haven, Connecticut, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-4804-5553","affiliations":[{"raw_affiliation_string":"Yale University, New Haven, Connecticut, United States of America","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031834098","display_name":"Carey E. Priebe","orcid":"https://orcid.org/0000-0002-0139-7201"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carey E. Priebe","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-0139-7201","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032244188","display_name":"Brian Caffo","orcid":null},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Caffo","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046014044","display_name":"Michael P. Milham","orcid":"https://orcid.org/0000-0003-3532-1210"},"institutions":[{"id":"https://openalex.org/I4210103248","display_name":"Child Mind Institute","ror":"https://ror.org/01bfgxw09","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210103248"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Milham","raw_affiliation_strings":["Child Mind Institute, New York, New York, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-3532-1210","affiliations":[{"raw_affiliation_string":"Child Mind Institute, New York, New York, United States of America","institution_ids":["https://openalex.org/I4210103248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032668331","display_name":"Xi\u2010Nian Zuo","orcid":"https://orcid.org/0000-0001-9110-585X"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210115644","display_name":"Chinese Institute for Brain Research","ror":"https://ror.org/029819q61","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210115644"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi-Nian Zuo","raw_affiliation_strings":["State Key Laboratory of Cognitive Neuroscience and Learning, International Data Group/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9110-585X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Cognitive Neuroscience and Learning, International Data Group/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I4210115644","https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065441417","display_name":"Joshua T Vogelstein","orcid":"https://orcid.org/0000-0003-2487-6237"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joshua T. Vogelstein","raw_affiliation_strings":["Johns Hopkins University, Baltimore, Maryland, United States of America","Progressive Learning, Baltimore, Maryland, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-2487-6237","affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, Maryland, United States of America","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Progressive Learning, Baltimore, Maryland, United States of America","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5065441417"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":5.1169,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.96406214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"9","first_page":"e1009279","last_page":"e1009279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9926000237464905,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9926000237464905,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9861000180244446,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9822999835014343,"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/computer-science","display_name":"Computer science","score":0.7075574398040771},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.6426156163215637},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6136451959609985},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5887422561645508},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.5723675489425659},{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.4762842059135437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4606935679912567},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.43678227066993713},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42325782775878906},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3876122534275055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37657856941223145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3680137097835541},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.2673048675060272},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1810002326965332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7075574398040771},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.6426156163215637},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6136451959609985},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5887422561645508},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.5723675489425659},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.4762842059135437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4606935679912567},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.43678227066993713},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42325782775878906},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3876122534275055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37657856941223145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3680137097835541},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.2673048675060272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1810002326965332},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pcbi.1009279","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009279","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:34529652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34529652","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:RePEc:plo:pcbi00:1009279","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009279","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:752c42dcd2e3499aba6419fe3e8c74d5","is_oa":true,"landing_page_url":"https://doaj.org/article/752c42dcd2e3499aba6419fe3e8c74d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 17, Iss 9, p e1009279 (2021)","raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt29139103","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/29139103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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 Computational Biology, vol 17, iss 9","raw_type":"article"},{"id":"pmh:oai:europepmc.org:7393662","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8500408","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8500408","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8500408","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1009279","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009279","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":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1172390014","display_name":null,"funder_award_id":"2015CB351702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2534759083","display_name":null,"funder_award_id":"201621","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"},{"id":"https://openalex.org/G3047420522","display_name":null,"funder_award_id":"N66001-15-C-4041","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G3629648887","display_name":null,"funder_award_id":"1R01MH120482-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G432789758","display_name":null,"funder_award_id":"153111KYSB20160020","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G4820593141","display_name":null,"funder_award_id":"81220108014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5237870922","display_name":null,"funder_award_id":"81471740","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6234981054","display_name":null,"funder_award_id":"1707298","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6794058993","display_name":null,"funder_award_id":"DMS-1707298","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7183840156","display_name":null,"funder_award_id":"ZD296","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7941919530","display_name":null,"funder_award_id":"N66001-15-C-40401","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G8442476038","display_name":null,"funder_award_id":"NBSDC-DB-15","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"},{"id":"https://openalex.org/G8750771712","display_name":null,"funder_award_id":"20&amp;ZD296","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W88719000","https://openalex.org/W853718212","https://openalex.org/W1964579284","https://openalex.org/W1995001633","https://openalex.org/W2008607322","https://openalex.org/W2010745216","https://openalex.org/W2023420063","https://openalex.org/W2025472057","https://openalex.org/W2066954980","https://openalex.org/W2078483536","https://openalex.org/W2083252561","https://openalex.org/W2092369570","https://openalex.org/W2093745477","https://openalex.org/W2095827013","https://openalex.org/W2096192437","https://openalex.org/W2107360535","https://openalex.org/W2111902267","https://openalex.org/W2141403362","https://openalex.org/W2143995006","https://openalex.org/W2144981148","https://openalex.org/W2155729027","https://openalex.org/W2156675727","https://openalex.org/W2212660284","https://openalex.org/W2329148842","https://openalex.org/W2414283705","https://openalex.org/W2418306335","https://openalex.org/W2486097122","https://openalex.org/W2548581653","https://openalex.org/W2557111525","https://openalex.org/W2566843361","https://openalex.org/W2588517580","https://openalex.org/W2745146355","https://openalex.org/W2756187761","https://openalex.org/W2765290444","https://openalex.org/W2897098893","https://openalex.org/W2911933223","https://openalex.org/W2921898618","https://openalex.org/W2922705716","https://openalex.org/W2922853138","https://openalex.org/W2924199702","https://openalex.org/W2950229496","https://openalex.org/W2951830198","https://openalex.org/W2953739743","https://openalex.org/W3008696100","https://openalex.org/W3008960459","https://openalex.org/W3009102440","https://openalex.org/W3040283481","https://openalex.org/W3098707730","https://openalex.org/W3132015753","https://openalex.org/W4231923904","https://openalex.org/W4234180827","https://openalex.org/W4256541692","https://openalex.org/W4300944962","https://openalex.org/W4300987477","https://openalex.org/W6688325169","https://openalex.org/W6812349438","https://openalex.org/W6912131746"],"related_works":["https://openalex.org/W4394590985","https://openalex.org/W2348840575","https://openalex.org/W2030498341","https://openalex.org/W3122841410","https://openalex.org/W2046205453","https://openalex.org/W2770017172","https://openalex.org/W89977309","https://openalex.org/W2183901182","https://openalex.org/W2030930882","https://openalex.org/W4300013323"],"abstract_inverted_index":{"Replicability,":[0],"the":[1,20,35,58,110,125,139,206],"ability":[2],"to":[3,28,51,68,89,112,120,127,196],"replicate":[4],"scientific":[5,11],"findings,":[6],"is":[7,30],"a":[8,23,104,201],"prerequisite":[9],"for":[10,185],"discovery":[12],"and":[13,86,94,148,163,170,194,209],"clinical":[14,42],"utility.":[15],"Troublingly,":[16],"we":[17,137],"are":[18,48,117],"in":[19,97,156,204],"midst":[21],"of":[22,34,61,141],"replicability":[24,29,79,207],"crisis.":[25],"A":[26],"key":[27],"that":[31,56,77,150,191],"multiple":[32],"measurements":[33],"same":[36],"item":[37],"(e.g.,":[38],"experimental":[39,46,143],"sample":[40],"or":[41,131],"participant)":[43],"under":[44],"fixed":[45],"constraints":[47],"relatively":[49,118],"similar":[50,119],"one":[52,121],"another.":[53],"Thus,":[54],"statistics":[55],"quantify":[57],"relative":[59],"contributions":[60],"accidental":[62,93,213],"deviations-such":[63,70],"as":[64,71,82],"measurement":[65,214],"error-as":[66],"compared":[67],"systematic":[69,95],"individual":[72],"differences-are":[73],"critical.":[74],"We":[75,101,188],"demonstrate":[76],"existing":[78],"statistics,":[80],"such":[81],"intra-class":[83],"correlation":[84],"coefficient":[85],"fingerprinting,":[87],"fail":[88],"adequately":[90],"differentiate":[91],"between":[92],"deviations":[96],"very":[98],"simple":[99],"settings.":[100],"therefore":[102,189],"propose":[103],"novel":[105],"statistic,":[106,136],"discriminability,":[107],"which":[108,113],"quantifies":[109],"degree":[111],"an":[114],"individual's":[115],"samples":[116],"another,":[122],"without":[123],"restricting":[124],"data":[126,176],"be":[128,200],"univariate,":[129],"Gaussian,":[130],"even":[132],"Euclidean.":[133],"Using":[134],"this":[135],"introduce":[138],"possibility":[140],"optimizing":[142,151,175],"design":[144],"via":[145],"increasing":[146],"discriminability":[147,152,177,198],"prove":[149],"improves":[153,178],"performance":[154,179],"bounds":[155],"subsequent":[157,182],"inference":[158,183],"tasks.":[159],"In":[160],"extensive":[161],"simulated":[162],"real":[164],"datasets":[165],"(focusing":[166],"on":[167,172,180],"brain":[168],"imaging":[169],"demonstrating":[171],"genomics),":[173],"only":[174],"all":[181],"tasks":[184],"each":[186],"dataset.":[187],"suggest":[190],"designing":[192],"experiments":[193],"analyses":[195],"optimize":[197],"may":[199],"crucial":[202],"step":[203],"solving":[205],"crisis,":[208],"more":[210],"generally,":[211],"mitigating":[212],"error.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
