{"id":"https://openalex.org/W2125952379","doi":"https://doi.org/10.3389/fninf.2014.00031","title":"Machine learning patterns for neuroimaging-genetic studies in the cloud","display_name":"Machine learning patterns for neuroimaging-genetic studies in the cloud","publication_year":2014,"publication_date":"2014-04-08","ids":{"openalex":"https://openalex.org/W2125952379","doi":"https://doi.org/10.3389/fninf.2014.00031","mag":"2125952379","pmid":"https://pubmed.ncbi.nlm.nih.gov/24782753"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2014.00031","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2014.00031","pdf_url":null,"source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/fninf.2014.00031","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018380335","display_name":"Benoit Da Mota","orcid":"https://orcid.org/0000-0003-0807-8892"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210126360","display_name":"Centre Inria de Saclay","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Benoit Da Mota","raw_affiliation_strings":["Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]},{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006549758","display_name":"Radu Tudoran","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Radu Tudoran","raw_affiliation_strings":["KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086689035","display_name":"Alexandru Costan","orcid":"https://orcid.org/0000-0003-3111-6308"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandru Costan","raw_affiliation_strings":["KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074733625","display_name":"Ga\u00ebl Varoquaux","orcid":"https://orcid.org/0000-0003-1076-5122"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210126360","display_name":"Centre Inria de Saclay","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ga\u00c3\u00abl Varoquaux","raw_affiliation_strings":["Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France","CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]},{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023803228","display_name":"Goetz Brasche","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087053","display_name":"Microsoft (Germany)","ror":"https://ror.org/001dd4s60","country_code":"DE","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210087053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Goetz Brasche","raw_affiliation_strings":["Microsoft, Advance Technology Lab Europe Munich, Germany","Microsoft, Advance Technology Lab Europe, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, Advance Technology Lab Europe Munich, Germany","institution_ids":["https://openalex.org/I4210087053"]},{"raw_affiliation_string":"Microsoft, Advance Technology Lab Europe, Munich, Germany","institution_ids":["https://openalex.org/I4210087053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054548219","display_name":"Patricia Conrod","orcid":"https://orcid.org/0000-0002-5570-481X"},"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"]},{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]},{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Patricia Conrod","raw_affiliation_strings":["Institute of Psychiatry, King's College London London, UK ; Department of Psychiatry, Universite de Montreal, CHU Ste Justine Hospital Montreal, QC, Canada","Department of Psychiatry, Universite de Montreal, CHU Ste Justine Hospital, Montreal, QC, Canada","Institute of Psychiatry, King's College London, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Psychiatry, King's College London London, UK ; Department of Psychiatry, Universite de Montreal, CHU Ste Justine Hospital Montreal, QC, Canada","institution_ids":["https://openalex.org/I2802351361","https://openalex.org/I70931966"]},{"raw_affiliation_string":"Department of Psychiatry, Universite de Montreal, CHU Ste Justine Hospital, Montreal, QC, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"Institute of Psychiatry, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061352061","display_name":"Herv\u00e9 Lema\u00eetre","orcid":"https://orcid.org/0000-0002-5952-076X"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Herve Lemaitre","raw_affiliation_strings":["Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale, INSERM CEA Unit 1000 \"Imaging & Psychiatry,\" University Paris Sud, Orsay, and AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes Paris, France","Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale, INSERM CEA Unit 1000 \"Imaging & Psychiatry,\" University Paris Sud, Orsay, and AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale, INSERM CEA Unit 1000 \"Imaging & Psychiatry,\" University Paris Sud, Orsay, and AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210097159","https://openalex.org/I110736937","https://openalex.org/I154526488","https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale, INSERM CEA Unit 1000 \"Imaging & Psychiatry,\" University Paris Sud, Orsay, and AP-HP Department of Adolescent Psychopathology and Medicine, Maison de Solenn, University Paris Descartes, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210097159","https://openalex.org/I110736937","https://openalex.org/I154526488","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106669541","display_name":"Toma\u0161 Paus","orcid":null},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4405263474","display_name":"Rotman Research Institute","ror":"https://ror.org/01kvpec59","country_code":"CA","type":"education","lineage":["https://openalex.org/I4405258058","https://openalex.org/I4405263474"]},{"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","GB"],"is_corresponding":false,"raw_author_name":"Tomas Paus","raw_affiliation_strings":["Rotman Research Institute, University of Toronto Toronto, ON, Canada ; School of Psychology, University of Nottingham Nottingham, UK ; Montreal Neurological Institute, McGill University Montr\u00e9al, QC, Canada","Montreal Neurological Institute, McGill University, Montr\u00e9al, QC, Canada","Rotman Research Institute, University of Toronto, Toronto, ON, Canada","School of Psychology, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rotman Research Institute, University of Toronto Toronto, ON, Canada ; School of Psychology, University of Nottingham Nottingham, UK ; Montreal Neurological Institute, McGill University Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I4405263474"]},{"raw_affiliation_string":"Montreal Neurological Institute, McGill University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]},{"raw_affiliation_string":"Rotman Research Institute, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750","https://openalex.org/I4405263474"]},{"raw_affiliation_string":"School of Psychology, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091088506","display_name":"Marcella Rietschel","orcid":"https://orcid.org/0000-0002-5236-6149"},"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"]},{"id":"https://openalex.org/I4210105615","display_name":"Central Institute of Mental Health","ror":"https://ror.org/01hynnt93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210105615"]},{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcella Rietschel","raw_affiliation_strings":["Central Institute of Mental Health Mannheim, Germany ; Medical Faculty Mannheim, University of Heidelberg Heidelberg, Germany","Central Institute of Mental Health, Mannheim, Germany","Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central Institute of Mental Health Mannheim, Germany ; Medical Faculty Mannheim, University of Heidelberg Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210105615"]},{"raw_affiliation_string":"Central Institute of Mental Health, Mannheim, Germany","institution_ids":["https://openalex.org/I4210105615"]},{"raw_affiliation_string":"Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Germany","institution_ids":["https://openalex.org/I4210156450","https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078842273","display_name":"Vincent Frouin","orcid":"https://orcid.org/0000-0001-9360-6623"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210090001","display_name":"Institut d'Imagerie Biom\u00e9dicale","ror":"https://ror.org/009ay5m23","country_code":"FR","type":"government","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210090001","https://openalex.org/I4210096427","https://openalex.org/I4210102665","https://openalex.org/I4210113668"]},{"id":"https://openalex.org/I4210127723","display_name":"Direction des Energies","ror":"https://ror.org/03cwzta72","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I4210127723"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Frouin","raw_affiliation_strings":["CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210090001","https://openalex.org/I2738703131","https://openalex.org/I4210127723"]},{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069918313","display_name":"Jean\u2010Baptiste Poline","orcid":"https://orcid.org/0000-0002-9794-749X"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Poline","raw_affiliation_strings":["CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France ; Henry H. Wheeler Jr. Brain Imaging Center, University of California at Berkeley Berkeley, CA, USA","CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","Henry H. Wheeler Jr. Brain Imaging Center, University of California at Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France ; Henry H. Wheeler Jr. Brain Imaging Center, University of California at Berkeley Berkeley, CA, USA","institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I95457486"]},{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131"]},{"raw_affiliation_string":"Henry H. Wheeler Jr. Brain Imaging Center, University of California at Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077818565","display_name":"Gabriel Antoniu","orcid":"https://orcid.org/0000-0001-6525-3736"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gabriel Antoniu","raw_affiliation_strings":["KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique Rennes, France","institution_ids":["https://openalex.org/I4210133778"]},{"raw_affiliation_string":"KerData Team, INRIA Rennes - Bretagne Atlantique, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026762833","display_name":"Bertrand Thirion","orcid":"https://orcid.org/0000-0001-5018-7895"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210126360","display_name":"Centre Inria de Saclay","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I4210128565","display_name":"CEA Paris-Saclay","ror":"https://ror.org/03n15ch10","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Bertrand Thirion","raw_affiliation_strings":["Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France","CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France Saclay, France ; CEA, DSV, I2BM, Neurospin Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]},{"raw_affiliation_string":"Parietal Team, INRIA Saclay, \u00cele-de-France, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"CEA, DSV, I2BM, Neurospin, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":26,"corresponding_author_ids":["https://openalex.org/A5018380335","https://openalex.org/A5026762833"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I2738703131","https://openalex.org/I4210126360","https://openalex.org/I4210128565"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":2.8993,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9224645,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"31","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9858999848365784,"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":0.9710000157356262,"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":0.77909916639328},{"id":"https://openalex.org/keywords/neuroinformatics","display_name":"Neuroinformatics","score":0.717449426651001},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7166498899459839},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5926774144172668},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5553057193756104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5488839149475098},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5161091089248657},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5156001448631287},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4281437397003174},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.42587384581565857},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4173549711704254},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3347134590148926},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3196713924407959},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.15258607268333435},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1316537857055664},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1138620674610138}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77909916639328},{"id":"https://openalex.org/C205427263","wikidata":"https://www.wikidata.org/wiki/Q1931480","display_name":"Neuroinformatics","level":2,"score":0.717449426651001},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7166498899459839},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5926774144172668},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5553057193756104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5488839149475098},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5161091089248657},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5156001448631287},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4281437397003174},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42587384581565857},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4173549711704254},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3347134590148926},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3196713924407959},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.15258607268333435},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1316537857055664},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1138620674610138},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3389/fninf.2014.00031","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2014.00031","pdf_url":null,"source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:24782753","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24782753","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":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:HAL:hal-01057325v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01057325","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, 2014, Recent advances and the future generation of neuroinformatics infrastructure, 8, ⟨10.3389/fninf.2014.00031⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:d0599e293fc14afe8bef51e19b71f9e5","is_oa":false,"landing_page_url":"https://doaj.org/article/d0599e293fc14afe8bef51e19b71f9e5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 8 (2014)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2978913","is_oa":true,"landing_page_url":"http://europepmc.org/articles/PMC3986524","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3986524","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3986524","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":"Front Neuroinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fninf.2014.00031","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2014.00031","pdf_url":null,"source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G5407218812","display_name":"Combining large dimension data analysis for neuroimaging and genetic","funder_award_id":"ANR-10-BLAN-0128","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7240651115","display_name":null,"funder_award_id":"ANR-10","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320313934","display_name":"Institut national de recherche en informatique et en automatique (INRIA)","ror":"https://ror.org/02kvxyf05"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W167139913","https://openalex.org/W1963916765","https://openalex.org/W1971613077","https://openalex.org/W1974508523","https://openalex.org/W1978802375","https://openalex.org/W1982516880","https://openalex.org/W1990510254","https://openalex.org/W1991704577","https://openalex.org/W2012753837","https://openalex.org/W2015530059","https://openalex.org/W2029686664","https://openalex.org/W2032752029","https://openalex.org/W2033151532","https://openalex.org/W2041127627","https://openalex.org/W2053571556","https://openalex.org/W2069552222","https://openalex.org/W2070345960","https://openalex.org/W2070683563","https://openalex.org/W2079927753","https://openalex.org/W2080235308","https://openalex.org/W2082197016","https://openalex.org/W2086021638","https://openalex.org/W2101234009","https://openalex.org/W2101851144","https://openalex.org/W2109722477","https://openalex.org/W2110496823","https://openalex.org/W2113381731","https://openalex.org/W2117963990","https://openalex.org/W2128431628","https://openalex.org/W2132148195","https://openalex.org/W2134946498","https://openalex.org/W2141969414","https://openalex.org/W2153595490","https://openalex.org/W2155496693","https://openalex.org/W2156447877","https://openalex.org/W2173213060","https://openalex.org/W2562162676","https://openalex.org/W2796856748","https://openalex.org/W4300184317"],"related_works":["https://openalex.org/W1997225928","https://openalex.org/W4252762947","https://openalex.org/W2085671670","https://openalex.org/W2053925947","https://openalex.org/W1991764069","https://openalex.org/W2027016811","https://openalex.org/W584033417","https://openalex.org/W1993597101","https://openalex.org/W180242942","https://openalex.org/W2382391099"],"abstract_inverted_index":{"Brain":[0],"imaging":[1],"is":[2,49,85],"a":[3,58,88,100,140,187],"natural":[4],"intermediate":[5],"phenotype":[6],"to":[7,31,80,118],"understand":[8],"the":[9,27,115,124,132,137,145,158,175,178,184],"link":[10],"between":[11],"genetic":[12,36],"information":[13],"and":[14,35,56,78,120,177],"behavior":[15],"or":[16],"brain":[17,163],"pathologies":[18],"risk":[19],"factors.":[20],"Massive":[21],"efforts":[22],"have":[23],"been":[24],"made":[25],"in":[26,66,136,161,183],"last":[28],"few":[29],"years":[30],"acquire":[32],"high-dimensional":[33,111],"neuroimaging":[34],"data":[37,48,152],"on":[38,110,126,150,191],"large":[39],"cohorts":[40],"of":[41,46,147,180,193],"subjects.":[42],"The":[43],"statistical":[44,116],"analysis":[45,102],"such":[47],"carried":[50],"out":[51],"with":[52,92,107,153,169,186],"increasingly":[53],"sophisticated":[54],"techniques":[55],"represents":[57],"great":[59],"computational":[60,64],"challenge.":[61],"Fortunately,":[62],"increasing":[63],"power":[65],"distributed":[67],"architectures":[68],"can":[69,105,121,165],"be":[70,166],"harnessed,":[71],"if":[72],"new":[73,83],"neuroinformatics":[74],"infrastructures":[75],"are":[76],"designed":[77],"training":[79],"use":[81],"these":[82],"tools":[84],"provided.":[86],"Combining":[87],"MapReduce":[89],"framework":[90,182],"(TomusBLOB)":[91],"machine":[93],"learning":[94],"algorithms":[95],"(Scikit-learn":[96],"library),":[97],"we":[98],"design":[99],"scalable":[101],"tool":[103],"that":[104],"deal":[106],"non-parametric":[108],"statistics":[109],"data.":[112],"End-users":[113],"describe":[114],"procedure":[117],"perform":[119],"then":[122],"test":[123],"model":[125],"their":[127],"own":[128],"computers":[129],"before":[130],"running":[131],"very":[133],"same":[134],"code":[135],"cloud":[138,185],"at":[139],"larger":[141],"scale.":[142],"We":[143],"illustrate":[144],"potential":[146],"our":[148,181],"approach":[149],"real":[151],"an":[154],"experiment":[155,173],"showing":[156],"how":[157],"functional":[159],"signal":[160],"subcortical":[162],"regions":[164],"significantly":[167],"fit":[168],"genome-wide":[170],"genotypes.":[171],"This":[172],"demonstrates":[174],"scalability":[176],"reliability":[179],"2":[188],"weeks":[189],"deployment":[190],"hundreds":[192],"virtual":[194],"machines.":[195]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5}],"updated_date":"2026-07-12T07:33:03.550515","created_date":"2025-10-10T00:00:00"}