{"id":"https://openalex.org/W3184635293","doi":"https://doi.org/10.1126/sciadv.abg9471","title":"An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling","display_name":"An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling","publication_year":2022,"publication_date":"2022-01-05","ids":{"openalex":"https://openalex.org/W3184635293","doi":"https://doi.org/10.1126/sciadv.abg9471","mag":"3184635293","pmid":"https://pubmed.ncbi.nlm.nih.gov/34985964"},"language":"en","primary_location":{"id":"doi:10.1126/sciadv.abg9471","doi":"https://doi.org/10.1126/sciadv.abg9471","is_oa":true,"landing_page_url":"https://doi.org/10.1126/sciadv.abg9471","pdf_url":null,"source":{"id":"https://openalex.org/S2737427234","display_name":"Science Advances","issn_l":"2375-2548","issn":["2375-2548"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science Advances","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1126/sciadv.abg9471","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055279410","display_name":"Tim Hahn","orcid":"https://orcid.org/0000-0001-6541-3795","observed_orcids":["https://orcid.org/0000-0001-6541-3795","https://orcid.org/0000-0002-1177-3346"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tim Hahn","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6541-3795","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047848421","display_name":"Jan Ernsting","orcid":"https://orcid.org/0000-0003-4649-2111","observed_orcids":["https://orcid.org/0000-0003-4649-2111"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Ernsting","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4649-2111","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038716495","display_name":"Nils Ralf Winter","orcid":"https://orcid.org/0000-0002-6241-1492","observed_orcids":["https://orcid.org/0000-0002-6241-1492"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils R. Winter","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6241-1492","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046794925","display_name":"Vincent Holstein","orcid":"https://orcid.org/0000-0002-5722-4254","observed_orcids":["https://orcid.org/0000-0002-5722-4254"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vincent Holstein","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035949410","display_name":"Ramona Leenings","orcid":"https://orcid.org/0000-0002-9137-7510","observed_orcids":["https://orcid.org/0000-0002-9137-7510"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ramona Leenings","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9137-7510","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037536465","display_name":"Marie Beisemann","orcid":"https://orcid.org/0000-0001-6977-167X","observed_orcids":["https://orcid.org/0000-0001-6977-167X"]},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marie Beisemann","raw_affiliation_strings":["Department of Statistics, TU Dortmund University, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007230088","display_name":"L. Fisch","orcid":"https://orcid.org/0000-0001-6424-7676","observed_orcids":["https://orcid.org/0000-0001-6424-7676"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Fisch","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6424-7676","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037629380","display_name":"Kelvin Sarink","orcid":"https://orcid.org/0000-0002-4840-5619","observed_orcids":["https://orcid.org/0000-0002-4840-5619"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kelvin Sarink","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4840-5619","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051242537","display_name":"Daniel Emden","orcid":"https://orcid.org/0000-0001-7459-6634","observed_orcids":["https://orcid.org/0000-0001-7459-6634"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Emden","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7459-6634","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062558571","display_name":"Nils Opel","orcid":"https://orcid.org/0000-0003-4749-3298","observed_orcids":["https://orcid.org/0000-0003-4749-3298"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Opel","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","Interdisciplinary Centre for Clinical Research (IZKF) of the Medical Faculty M\u00fcnster, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]},{"raw_affiliation_string":"Interdisciplinary Centre for Clinical Research (IZKF) of the Medical Faculty M\u00fcnster, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001270854","display_name":"Ronny Redlich","orcid":"https://orcid.org/0000-0002-7018-4525","observed_orcids":["https://orcid.org/0000-0002-7018-4525"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]},{"id":"https://openalex.org/I68956291","display_name":"Martin Luther University Halle-Wittenberg","ror":"https://ror.org/05gqaka33","country_code":"DE","type":"education","lineage":["https://openalex.org/I68956291"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ronny Redlich","raw_affiliation_strings":["Department of Psychology, University of Halle, Halle, Germany","Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Halle, Halle, Germany","institution_ids":["https://openalex.org/I68956291"]},{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040603981","display_name":"Jonathan Repple","orcid":"https://orcid.org/0000-0003-1379-9491","observed_orcids":["https://orcid.org/0000-0003-1379-9491"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonathan Repple","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1379-9491","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025392131","display_name":"Dominik Grotegerd","orcid":"https://orcid.org/0000-0001-8718-0128","observed_orcids":["https://orcid.org/0000-0001-8718-0128"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Grotegerd","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8718-0128","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028421369","display_name":"Susanne L. Meinert","orcid":"https://orcid.org/0000-0003-2177-7161","observed_orcids":["https://orcid.org/0000-0003-2177-7161"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Susanne Meinert","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103525913","display_name":"Jochen G. Hirsch","orcid":"https://orcid.org/0000-0003-2341-038X","observed_orcids":["https://orcid.org/0000-0003-2341-038X"]},"institutions":[{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen G. Hirsch","raw_affiliation_strings":["Fraunhofer MEVIS, Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2341-038X","affiliations":[{"raw_affiliation_string":"Fraunhofer MEVIS, Bremen, Germany","institution_ids":["https://openalex.org/I4210137873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080735824","display_name":"Thoralf Niendorf","orcid":"https://orcid.org/0000-0001-7584-6527","observed_orcids":["https://orcid.org/0000-0001-7584-6527","https://orcid.org/0000-0003-2390-9156"]},"institutions":[{"id":"https://openalex.org/I205582932","display_name":"Max Delbr\u00fcck Center","ror":"https://ror.org/04p5ggc03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I205582932"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thoralf Niendorf","raw_affiliation_strings":["Berlin Ultrahigh Field Facility (B.U.F.F.), NAKO imaging site Berlin, Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7584-6527","affiliations":[{"raw_affiliation_string":"Berlin Ultrahigh Field Facility (B.U.F.F.), NAKO imaging site Berlin, Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany","institution_ids":["https://openalex.org/I205582932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033434014","display_name":"Beate Endemann","orcid":"https://orcid.org/0009-0004-4976-4121","observed_orcids":["https://orcid.org/0009-0004-4976-4121"]},"institutions":[{"id":"https://openalex.org/I205582932","display_name":"Max Delbr\u00fcck Center","ror":"https://ror.org/04p5ggc03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I205582932"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Beate Endemann","raw_affiliation_strings":["Berlin Ultrahigh Field Facility (B.U.F.F.), NAKO imaging site Berlin, Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berlin Ultrahigh Field Facility (B.U.F.F.), NAKO imaging site Berlin, Max-Delbrueck Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany","institution_ids":["https://openalex.org/I205582932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032266841","display_name":"Fabian Bamberg","orcid":"https://orcid.org/0000-0002-7460-3942","observed_orcids":["https://orcid.org/0000-0002-7460-3942"]},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]},{"id":"https://openalex.org/I2801240073","display_name":"University Medical Center Freiburg","ror":"https://ror.org/03vzbgh69","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2801240073"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Bamberg","raw_affiliation_strings":["Department of Radiology, Medical Center\u2013University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Medical Center\u2013University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany","institution_ids":["https://openalex.org/I161046081","https://openalex.org/I2801240073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071260048","display_name":"Thomas J. Kr\u00f6ncke","orcid":"https://orcid.org/0000-0003-4889-1036","observed_orcids":["https://orcid.org/0000-0003-4889-1036"]},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Kr\u00f6ncke","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University Hospital Augsburg, Augsburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4889-1036","affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University Hospital Augsburg, Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027711194","display_name":"Robin B\u00fclow","orcid":"https://orcid.org/0000-0003-1884-5784","observed_orcids":["https://orcid.org/0000-0003-1884-5784"]},"institutions":[{"id":"https://openalex.org/I2799318839","display_name":"Universit\u00e4tsmedizin Greifswald","ror":"https://ror.org/025vngs54","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799318839"]},{"id":"https://openalex.org/I36522303","display_name":"Universit\u00e4t Greifswald","ror":"https://ror.org/00r1edq15","country_code":"DE","type":"education","lineage":["https://openalex.org/I36522303"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin B\u00fclow","raw_affiliation_strings":["Institute of Diagnostic Radiology and Neuroradiology, University of Greifswald, Greifswald, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1884-5784","affiliations":[{"raw_affiliation_string":"Institute of Diagnostic Radiology and Neuroradiology, University of Greifswald, Greifswald, Germany","institution_ids":["https://openalex.org/I2799318839","https://openalex.org/I36522303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011709769","display_name":"Henry V\u00f6lzke","orcid":"https://orcid.org/0000-0001-7003-399X","observed_orcids":["https://orcid.org/0000-0001-7003-399X"]},"institutions":[{"id":"https://openalex.org/I2799318839","display_name":"Universit\u00e4tsmedizin Greifswald","ror":"https://ror.org/025vngs54","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799318839"]},{"id":"https://openalex.org/I36522303","display_name":"Universit\u00e4t Greifswald","ror":"https://ror.org/00r1edq15","country_code":"DE","type":"education","lineage":["https://openalex.org/I36522303"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Henry V\u00f6lzke","raw_affiliation_strings":["Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany","institution_ids":["https://openalex.org/I2799318839","https://openalex.org/I36522303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112379017","display_name":"Oyunbileg von Stackelberg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oyunbileg von Stackelberg","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany","Translational Lung Research Center, Member of the German Lung Research Center, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Translational Lung Research Center, Member of the German Lung Research Center, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027723557","display_name":"Ramona Felizitas Sowade","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ramona Felizitas Sowade","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany","Translational Lung Research Center, Member of the German Lung Research Center, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Translational Lung Research Center, Member of the German Lung Research Center, Heidelberg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053552921","display_name":"Lale Umutlu","orcid":"https://orcid.org/0000-0001-5215-7171","observed_orcids":["https://orcid.org/0000-0001-5215-7171"]},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lale Umutlu","raw_affiliation_strings":["Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Duisburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038699709","display_name":"B\u00f6rge Schmidt","orcid":"https://orcid.org/0000-0001-6948-7273","observed_orcids":["https://orcid.org/0000-0001-6948-7273"]},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B\u00f6rge Schmidt","raw_affiliation_strings":["Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Duisburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics, Biometry and Epidemiology, University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076473876","display_name":"Svenja Caspers","orcid":"https://orcid.org/0000-0001-5083-4669","observed_orcids":["https://orcid.org/0000-0001-5083-4669"]},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]},{"id":"https://openalex.org/I4210089242","display_name":"D\u00fcsseldorf University Hospital","ror":"https://ror.org/006k2kk72","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210089242"]},{"id":"https://openalex.org/I44260953","display_name":"Heinrich Heine University D\u00fcsseldorf","ror":"https://ror.org/024z2rq82","country_code":"DE","type":"education","lineage":["https://openalex.org/I44260953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Svenja Caspers","raw_affiliation_strings":["Institute for Anatomy I, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany","Institute of Neuroscience and Medicine (INM-1), Research Centre J\u00fclich, 52425 J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Anatomy I, Medical Faculty and University Hospital D\u00fcsseldorf, Heinrich Heine University D\u00fcsseldorf, 40225 D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210089242","https://openalex.org/I44260953"]},{"raw_affiliation_string":"Institute of Neuroscience and Medicine (INM-1), Research Centre J\u00fclich, 52425 J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081091400","display_name":"Harald Kugel","orcid":"https://orcid.org/0000-0002-4349-1984","observed_orcids":["https://orcid.org/0000-0002-4349-1984"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Harald Kugel","raw_affiliation_strings":["Institute of Clinical Radiology, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4349-1984","affiliations":[{"raw_affiliation_string":"Institute of Clinical Radiology, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067269418","display_name":"Tilo T. J. Kircher","orcid":"https://orcid.org/0000-0002-2514-2625","observed_orcids":["https://orcid.org/0000-0002-2514-2625"]},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilo Kircher","raw_affiliation_strings":["Department of Psychiatry and Psychotherapy, Phillips University Marburg, Marburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-2514-2625","affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Psychotherapy, Phillips University Marburg, Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003115770","display_name":"Benjamin Risse","orcid":"https://orcid.org/0000-0001-5691-4029","observed_orcids":["https://orcid.org/0000-0001-5691-4029"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Risse","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085380763","display_name":"Christian Gaser B","orcid":"https://orcid.org/0000-0002-9940-099X","observed_orcids":["https://orcid.org/0000-0002-9940-099X"]},"institutions":[{"id":"https://openalex.org/I4210134900","display_name":"Jena University Hospital","ror":"https://ror.org/035rzkx15","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210134900"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Gaser","raw_affiliation_strings":["Department of Psychiatry and Psychotherapy, and Department of Neurology, Jena University Hospital, Jena, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Psychotherapy, and Department of Neurology, Jena University Hospital, Jena, Germany","institution_ids":["https://openalex.org/I4210134900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003288277","display_name":"James Howard Cole","orcid":"https://orcid.org/0000-0003-1908-5588","observed_orcids":["https://orcid.org/0000-0003-1908-5588"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James H. Cole","raw_affiliation_strings":["Computational, Cognitive and Clinical Neuroimaging Laboratory, Department King\u2019s College, London, UK","Department of Neuroimaging, Institute of Psychiatry, Psychology, and Neuroscience, King\u2019s College London, London, UK","Computational, Cognitive and Clinical Neuroimaging Laboratory, Department King's College, London, UK","Department of Neuroimaging, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-1908-5588","affiliations":[{"raw_affiliation_string":"Computational, Cognitive and Clinical Neuroimaging Laboratory, Department King\u2019s College, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology, and Neuroscience, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Computational, Cognitive and Clinical Neuroimaging Laboratory, Department King's College, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067261122","display_name":"Udo Dannlowski","orcid":"https://orcid.org/0000-0002-0623-3759","observed_orcids":["https://orcid.org/0000-0002-0623-3759"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Udo Dannlowski","raw_affiliation_strings":["Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0623-3759","affiliations":[{"raw_affiliation_string":"Institute for Translational Psychiatry, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067198140","display_name":"Klaus Berger","orcid":"https://orcid.org/0000-0001-8966-3684","observed_orcids":["https://orcid.org/0000-0001-8966-3684"]},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Berger","raw_affiliation_strings":["Institute of Epidemiology and Social Medicine, University of M\u00fcnster, M\u00fcnster, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Epidemiology and Social Medicine, University of M\u00fcnster, M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5047848421","https://openalex.org/A5055279410"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":{"value":4500,"currency":"USD","value_usd":4500},"apc_paid":{"value":4500,"currency":"USD","value_usd":4500},"fwci":3.2183,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92811139,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"eabg9471","last_page":"eabg9471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.3540000021457672,"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":0.3540000021457672,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.1492999941110611,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.04600000008940697,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network-architecture","display_name":"neural network architecture","score":0.781000018119812},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.968999981880188},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"neuroimaging","score":0.746999979019165},{"id":"https://openalex.org/keywords/brain-aging","display_name":"brain aging","score":0.6779999732971191},{"id":"https://openalex.org/keywords/spurious-association","display_name":"spurious association","score":0.9079999923706055},{"id":"https://openalex.org/keywords/model-transparency","display_name":"model transparency","score":0.47099998593330383},{"id":"https://openalex.org/keywords/pre-trained-models","display_name":"pre-trained models","score":0.42500001192092896},{"id":"https://openalex.org/keywords/german-national-cohort","display_name":"German National Cohort","score":0.9200000166893005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625666618347168},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6376739740371704},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5289666056632996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41120439767837524},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3698657155036926},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3326355218887329},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.32479774951934814},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17482319474220276},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1126/sciadv.abg9471","doi":"https://doi.org/10.1126/sciadv.abg9471","is_oa":true,"landing_page_url":"https://doi.org/10.1126/sciadv.abg9471","pdf_url":null,"source":{"id":"https://openalex.org/S2737427234","display_name":"Science Advances","issn_l":"2375-2548","issn":["2375-2548"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science Advances","raw_type":"journal-article"},{"id":"pmid:34985964","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34985964","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,"listed_in":[],"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":"Science advances","raw_type":"Journal Article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/73f0ca90-afb1-4f2a-aa0f-d37cd651ad0f","doi":null,"is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/73f0ca90-afb1-4f2a-aa0f-d37cd651ad0f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:edoc.mdc-berlin.de:21240","doi":null,"is_oa":false,"landing_page_url":"https://doi.org/10.1126/sciadv.abg9471","pdf_url":null,"source":{"id":"https://openalex.org/S4306400224","display_name":"MDC Repository (Max-Delbrueck-Center for Molecular Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8730629","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8730629","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,"listed_in":[],"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sci Adv","raw_type":"Text"},{"id":"pmh:oai:fraunhofer.de:N-646924","doi":null,"is_oa":true,"landing_page_url":"http://publica.fraunhofer.de/documents/N-646924.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"Fraunhofer MEVIS","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/416467","doi":null,"is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/416467","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:93506","doi":null,"is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-935062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1126/sciadv.abg9471","doi":"https://doi.org/10.1126/sciadv.abg9471","is_oa":true,"landing_page_url":"https://doi.org/10.1126/sciadv.abg9471","pdf_url":null,"source":{"id":"https://openalex.org/S2737427234","display_name":"Science Advances","issn_l":"2375-2548","issn":["2375-2548"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science Advances","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1039077240","display_name":null,"funder_award_id":"NO246/10-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1091985369","display_name":null,"funder_award_id":"AL1145/5-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1105553380","display_name":null,"funder_award_id":"SCHR 1136/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1116979012","display_name":null,"funder_award_id":"Dan3/012/17","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1140567864","display_name":null,"funder_award_id":"WI3439/3\u20132","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1237346504","display_name":null,"funder_award_id":"KI 588/14-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G127306367","display_name":null,"funder_award_id":"KR 3822/5\u20101","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1472190865","display_name":null,"funder_award_id":"KO 4291/4-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1633307283","display_name":null,"funder_award_id":"PF 784/1-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1650405572","display_name":null,"funder_award_id":"01ER1511D","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G170627215","display_name":null,"funder_award_id":"KI588/17-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1890467901","display_name":null,"funder_award_id":"RI908/11\u20132","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G191257129","display_name":null,"funder_award_id":"KO4291/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2057016418","display_name":null,"funder_award_id":"WI 3439/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2175120754","display_name":null,"funder_award_id":"KR 3822/7\u20132","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2180930666","display_name":null,"funder_award_id":"AZ: 07/14","funder_id":"https://openalex.org/F4320310905","funder_display_name":"Philipps-Universit\u00e4t Marburg"},{"id":"https://openalex.org/G2242696881","display_name":null,"funder_award_id":"WO 1732/4\u20102","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G235093469","display_name":null,"funder_award_id":"HA 7070/2\u20132","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G238323396","display_name":null,"funder_award_id":"DA1151/5-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G257003283","display_name":null,"funder_award_id":"NO 246/10-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2751758070","display_name":null,"funder_award_id":"JA 1890/7\u20102","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2828100048","display_name":"\u9759\u606f\u72b6\u6001\u529f\u80fd\u78c1\u5171\u632f\u626b\u63cf\u53c2\u6570\u4f18\u5316\u4e0e\u8ba1\u7b97\u65b9\u6cd5\u5b66\u7814\u7a76","funder_award_id":"30770594","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G329794889","display_name":null,"funder_award_id":"01ER1301A/B/C and 01ER1511D","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3315718513","display_name":null,"funder_award_id":"01ER1301A / B / C","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G335221335","display_name":null,"funder_award_id":"AZ: 2014-422-b-S","funder_id":"https://openalex.org/F4320322957","funder_display_name":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster"},{"id":"https://openalex.org/G3371384612","display_name":null,"funder_award_id":"KI 588/15\u20101","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3607711934","display_name":null,"funder_award_id":"JA 1890/7-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3645360039","display_name":null,"funder_award_id":"SCHW 559/14-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3813944750","display_name":null,"funder_award_id":"CU 43/9-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4201431855","display_name":"Die bidirektionale Analyse der Beziehung zwischen subklinischer Arteriosklerose und der Depression (BiDirect)","funder_award_id":"01ER0816","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G4210348610","display_name":null,"funder_award_id":"MU1315/8-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4307976252","display_name":null,"funder_award_id":"GA 545/7-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4445738529","display_name":null,"funder_award_id":"CU 43/9-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4512443360","display_name":null,"funder_award_id":"DE 1614/3-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4588023527","display_name":null,"funder_award_id":"KI588/14\u20131","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4892460169","display_name":null,"funder_award_id":"RI 908/11-1 and","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5004922667","display_name":null,"funder_award_id":"559/14-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5269937202","display_name":null,"funder_award_id":"SCHW 559/14-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5508578559","display_name":null,"funder_award_id":"559/14-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5838968043","display_name":null,"funder_award_id":"WO 1732/4-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G595280944","display_name":null,"funder_award_id":"NE2254/1-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6201964673","display_name":null,"funder_award_id":"MR/R024790/2","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6335375501","display_name":null,"funder_award_id":"HA7070/3","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6488228673","display_name":null,"funder_award_id":"/14-2","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G648958512","display_name":null,"funder_award_id":"DA1151/5-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6733821374","display_name":null,"funder_award_id":"FOR 2107","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6930459766","display_name":null,"funder_award_id":"588/14-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7102021656","display_name":"Analyse der Beziehung zwischen subklinischer Arteriosklerose und der Depression (BiDirect) (Anschlussvorhaben)","funder_award_id":"01ER1506","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7227823674","display_name":"NAKO Gesundheitsstudie - 1. F\u00f6rderphase","funder_award_id":"01ER1301A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G727061632","display_name":null,"funder_award_id":"DA 1151/5","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7445694801","display_name":null,"funder_award_id":"01ER0816 and 01ER1506","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G752819877","display_name":null,"funder_award_id":"DA1151/6-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7578079922","display_name":null,"funder_award_id":"/14-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G829097553","display_name":null,"funder_award_id":"RI 908/11-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8640365972","display_name":null,"funder_award_id":"DE 1614/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8819810260","display_name":null,"funder_award_id":"HA7070/4","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320310905","display_name":"Philipps-Universit\u00e4t Marburg","ror":"https://ror.org/01rdrb571"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"},{"id":"https://openalex.org/F4320322957","display_name":"Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","ror":"https://ror.org/00pd74e08"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334763","display_name":"Leibniz-Gemeinschaft","ror":"https://ror.org/01n6r0e97"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W582134693","https://openalex.org/W1787224781","https://openalex.org/W1849277567","https://openalex.org/W1887050506","https://openalex.org/W2014157362","https://openalex.org/W2038416065","https://openalex.org/W2041968849","https://openalex.org/W2058046532","https://openalex.org/W2101234009","https://openalex.org/W2105090664","https://openalex.org/W2108103428","https://openalex.org/W2117398004","https://openalex.org/W2170585273","https://openalex.org/W2229782077","https://openalex.org/W2579617530","https://openalex.org/W2585908831","https://openalex.org/W2600383743","https://openalex.org/W2602552939","https://openalex.org/W2617250386","https://openalex.org/W2730947260","https://openalex.org/W2766141193","https://openalex.org/W2788749693","https://openalex.org/W2806974828","https://openalex.org/W2810041204","https://openalex.org/W2893665966","https://openalex.org/W2961560364","https://openalex.org/W2971196730","https://openalex.org/W2976981404","https://openalex.org/W2982007782","https://openalex.org/W2996053974","https://openalex.org/W3000508506","https://openalex.org/W3007648700","https://openalex.org/W3016088911","https://openalex.org/W3024838586","https://openalex.org/W3033794115","https://openalex.org/W3037286432","https://openalex.org/W3120824927","https://openalex.org/W3132191748","https://openalex.org/W4241653265"],"related_works":["https://openalex.org/W2588198209","https://openalex.org/W1909006023","https://openalex.org/W4205824991","https://openalex.org/W3200723557","https://openalex.org/W4312713546","https://openalex.org/W2362195430","https://openalex.org/W2347494122","https://openalex.org/W2567983276","https://openalex.org/W2802298219","https://openalex.org/W2038503502"],"abstract_inverted_index":{"=":[0],"10,691":[1],"datasets":[2],"from":[3],"the":[4,48],"German":[5],"National":[6],"Cohort.":[7],"The":[8],"MCCQR":[9],"model":[10,50],"provides":[11],"robust,":[12],"distribution-free":[13],"uncertainty":[14],"quantification":[15],"in":[16],"high-dimensional":[17],"neuroimaging":[18],"data,":[19],"achieving":[20],"lower":[21],"error":[22],"rates":[23],"compared":[24],"with":[25],"existing":[26],"models.":[27],"In":[28],"two":[29],"examples,":[30],"we":[31],"demonstrate":[32],"that":[33],"it":[34],"prevents":[35],"spurious":[36],"associations":[37],"and":[38,51],"increases":[39],"power":[40],"to":[41],"detect":[42],"deviant":[43],"brain":[44],"aging.":[45],"We":[46],"make":[47],"pretrained":[49],"code":[52],"publicly":[53],"available.":[54]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
