{"id":"https://openalex.org/W4390941228","doi":"https://doi.org/10.1162/imag_a_00084","title":"Identification of rare cortical folding patterns using unsupervised deep learning","display_name":"Identification of rare cortical folding patterns using unsupervised deep learning","publication_year":2024,"publication_date":"2024-01-17","ids":{"openalex":"https://openalex.org/W4390941228","doi":"https://doi.org/10.1162/imag_a_00084","pmid":"https://pubmed.ncbi.nlm.nih.gov/40800369","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12224473"},"language":"en","primary_location":{"id":"doi:10.1162/imag_a_00084","doi":"https://doi.org/10.1162/imag_a_00084","is_oa":true,"landing_page_url":"https://doi.org/10.1162/imag_a_00084","pdf_url":"https://direct.mit.edu/imag/article-pdf/doi/10.1162/imag_a_00084/2213263/imag_a_00084.pdf","source":{"id":"https://openalex.org/S4387291234","display_name":"Imaging Neuroscience","issn_l":"2837-6056","issn":["2837-6056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Imaging Neuroscience","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://direct.mit.edu/imag/article-pdf/doi/10.1162/imag_a_00084/2213263/imag_a_00084.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043148379","display_name":"Louise Guillon","orcid":"https://orcid.org/0000-0001-5716-0070","observed_orcids":["https://orcid.org/0000-0001-5716-0070"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4405260000","display_name":"Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields","ror":"https://ror.org/0327z0p26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210113668","https://openalex.org/I4405260000"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Louise Guillon","raw_affiliation_strings":["CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4405260000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052669729","display_name":"Jo\u00ebl Chavas","orcid":"https://orcid.org/0000-0002-3559-5919","observed_orcids":["https://orcid.org/0000-0002-3559-5919"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4405260000","display_name":"Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields","ror":"https://ror.org/0327z0p26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210113668","https://openalex.org/I4405260000"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jo\u00ebl Chavas","raw_affiliation_strings":["CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4405260000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014960952","display_name":"A. B\u00e9n\u00e9zit","orcid":"https://orcid.org/0000-0002-3226-1083","observed_orcids":["https://orcid.org/0000-0002-3226-1083"]},"institutions":[{"id":"https://openalex.org/I4210134648","display_name":"H\u00f4pital Raymond-Poincar\u00e9","ror":"https://ror.org/03pef0w96","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210134648"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Audrey B\u00e9n\u00e9zit","raw_affiliation_strings":["Service de Neurologie et R\u00e9animation P\u00e9diatrique, H\u00f4pital Raymond Poincar\u00e9, APHP, Garches, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service de Neurologie et R\u00e9animation P\u00e9diatrique, H\u00f4pital Raymond Poincar\u00e9, APHP, Garches, France","institution_ids":["https://openalex.org/I4210134648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090770332","display_name":"Marie\u2010Laure Moutard","orcid":"https://orcid.org/0000-0002-1570-8605","observed_orcids":["https://orcid.org/0000-0002-1570-8605"]},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210086685","display_name":"H\u00f4pital Armand-Trousseau","ror":"https://ror.org/00yfbr841","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210086685","https://openalex.org/I4210097159"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Laure Moutard","raw_affiliation_strings":["Service de Neurop\u00e9diatrie, H\u00f4pital Trousseau, H\u00f4pitaux Universitaires de l\u2019Est Parisien, Sorbonne Universit\u00e9, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service de Neurop\u00e9diatrie, H\u00f4pital Trousseau, H\u00f4pitaux Universitaires de l\u2019Est Parisien, Sorbonne Universit\u00e9, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210086685"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057732280","display_name":"Pauline Roca","orcid":"https://orcid.org/0000-0003-2089-6636","observed_orcids":["https://orcid.org/0000-0003-2089-6636"]},"institutions":[{"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/I4210124863","display_name":"Centre Hospitalier Sainte-Anne","ror":"https://ror.org/02kxjxy06","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210124863"]},{"id":"https://openalex.org/I4210130152","display_name":"Institut de Psychiatrie et Neurosciences de Paris","ror":"https://ror.org/02g40zn06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152","https://openalex.org/I4210160774"]},{"id":"https://openalex.org/I4387152388","display_name":"GHU Paris psychiatrie & neurosciences","ror":"https://ror.org/040pk9f39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4387152388"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pauline Roca","raw_affiliation_strings":["Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","Pixyl, Research and Development Laboratory, Grenoble, France","Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]},{"raw_affiliation_string":"Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152"]},{"raw_affiliation_string":"Pixyl, Research and Development Laboratory, Grenoble, France","institution_ids":[]},{"raw_affiliation_string":"Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018315250","display_name":"Charles Mellerio","orcid":"https://orcid.org/0000-0002-9987-9101","observed_orcids":["https://orcid.org/0000-0002-9987-9101"]},"institutions":[{"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/I4210124863","display_name":"Centre Hospitalier Sainte-Anne","ror":"https://ror.org/02kxjxy06","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210124863"]},{"id":"https://openalex.org/I4210130152","display_name":"Institut de Psychiatrie et Neurosciences de Paris","ror":"https://ror.org/02g40zn06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152","https://openalex.org/I4210160774"]},{"id":"https://openalex.org/I4387152388","display_name":"GHU Paris psychiatrie & neurosciences","ror":"https://ror.org/040pk9f39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4387152388"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Charles Mellerio","raw_affiliation_strings":["Centre d\u2019imagerie du Nord, Saint Denis, France","Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre d\u2019imagerie du Nord, Saint Denis, France","institution_ids":[]},{"raw_affiliation_string":"Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]},{"raw_affiliation_string":"Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152"]},{"raw_affiliation_string":"Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004410810","display_name":"Catherine Oppenheim","orcid":"https://orcid.org/0000-0003-3410-0862","observed_orcids":["https://orcid.org/0000-0003-3410-0862"]},"institutions":[{"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/I4210124863","display_name":"Centre Hospitalier Sainte-Anne","ror":"https://ror.org/02kxjxy06","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210124863"]},{"id":"https://openalex.org/I4210130152","display_name":"Institut de Psychiatrie et Neurosciences de Paris","ror":"https://ror.org/02g40zn06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152","https://openalex.org/I4210160774"]},{"id":"https://openalex.org/I4387152388","display_name":"GHU Paris psychiatrie & neurosciences","ror":"https://ror.org/040pk9f39","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4387152388"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Catherine Oppenheim","raw_affiliation_strings":["Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Department, Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]},{"raw_affiliation_string":"Institut de Psychiatrie et Neurosciences de Paris (IPNP), INSERM, UMR S1266, Universit\u00e9 de Paris, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I4210130152"]},{"raw_affiliation_string":"Groupe Hospitalier Universitaire Paris Psychiatrie et Neurosciences, Sainte-Anne Hospital, Imaging Department, Paris, France","institution_ids":["https://openalex.org/I4210124863","https://openalex.org/I4387152388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072376874","display_name":"Denis Rivi\u00e8re","orcid":"https://orcid.org/0000-0002-1902-2213","observed_orcids":["https://orcid.org/0000-0002-1902-2213"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4405260000","display_name":"Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields","ror":"https://ror.org/0327z0p26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210113668","https://openalex.org/I4405260000"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Rivi\u00e8re","raw_affiliation_strings":["CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4405260000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035699131","display_name":"Jean\u2010Fran\u00e7ois Mangin","orcid":"https://orcid.org/0000-0002-1612-461X","observed_orcids":["https://orcid.org/0000-0002-1612-461X"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4405260000","display_name":"Building large instruments for neuroimaging: from population imaging to ultra-high magnetic fields","ror":"https://ror.org/0327z0p26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210113668","https://openalex.org/I4405260000"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Mangin","raw_affiliation_strings":["CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEA, CNRS, NeuroSpin, Baobab, Universit\u00e9 Paris-Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4405260000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6971,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9478856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"2","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.25609999895095825,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.25609999895095825,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child 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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.17990000545978546,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.10279999673366547,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inter-individual-variability","display_name":"interindividual variability","score":0.7919999957084656},{"id":"https://openalex.org/keywords/beta-vae","display_name":"beta-VAE","score":0.8539999723434448},{"id":"https://openalex.org/keywords/outlier-detection","display_name":"outlier detection","score":0.8240000009536743},{"id":"https://openalex.org/keywords/central-sulcus","display_name":"central sulcus","score":0.6890000104904175},{"id":"https://openalex.org/keywords/drug-resistant-epilepsy","display_name":"drug-resistant epilepsy","score":0.8560000061988831},{"id":"https://openalex.org/keywords/neurodevelopmental-disorders","display_name":"neurodevelopmental disorders","score":0.8790000081062317},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.7639999985694885},{"id":"https://openalex.org/keywords/latent-space","display_name":"latent space","score":0.656000018119812},{"id":"https://openalex.org/keywords/reconstruction-error","display_name":"reconstruction error","score":0.9610000252723694}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6793479919433594},{"id":"https://openalex.org/C2776545253","wikidata":"https://www.wikidata.org/wiki/Q5464292","display_name":"Folding (DSP implementation)","level":2,"score":0.5894574522972107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4669657051563263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41392800211906433},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.334928423166275},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3330684006214142},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24878987669944763},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2299085259437561},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09102308750152588},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08366173505783081},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1162/imag_a_00084","doi":"https://doi.org/10.1162/imag_a_00084","is_oa":true,"landing_page_url":"https://doi.org/10.1162/imag_a_00084","pdf_url":"https://direct.mit.edu/imag/article-pdf/doi/10.1162/imag_a_00084/2213263/imag_a_00084.pdf","source":{"id":"https://openalex.org/S4387291234","display_name":"Imaging Neuroscience","issn_l":"2837-6056","issn":["2837-6056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Imaging Neuroscience","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12224473","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12224473","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Imaging Neurosci (Camb)","raw_type":"Text"},{"id":"pmid:40800369","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40800369","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":"Imaging neuroscience (Cambridge, Mass.)","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2211.16213","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2211.16213","pdf_url":"https://arxiv.org/pdf/2211.16213","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2211.16213","doi":"https://doi.org/10.48550/arxiv.2211.16213","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2211.16213","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1162/imag_a_00084","doi":"https://doi.org/10.1162/imag_a_00084","is_oa":true,"landing_page_url":"https://doi.org/10.1162/imag_a_00084","pdf_url":"https://direct.mit.edu/imag/article-pdf/doi/10.1162/imag_a_00084/2213263/imag_a_00084.pdf","source":{"id":"https://openalex.org/S4387291234","display_name":"Imaging Neuroscience","issn_l":"2837-6056","issn":["2837-6056"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","medline","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Imaging Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46810001134872437}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2927430966","display_name":"Inferring Folding Pattern Specific U-Bundle Atlases","funder_award_id":"ANR-19-CE45-0022","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G3893073736","display_name":"Preventing psychosis through personalized care","funder_award_id":"ANR-18-RHUS-0014","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6056828444","display_name":"Using the variability of the human cortical folding pattern to benchmark unsupervised learning","funder_award_id":"ANR-20-CHIA-0027","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7150356069","display_name":"Executive training and brain in school-age children.","funder_award_id":"ANR-14-CE30-0014","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390941228.pdf","grobid_xml":"https://content.openalex.org/works/W4390941228.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W636618267","https://openalex.org/W1572848678","https://openalex.org/W1602025070","https://openalex.org/W1959608418","https://openalex.org/W1976949207","https://openalex.org/W1982499218","https://openalex.org/W1985658114","https://openalex.org/W1992939672","https://openalex.org/W2000732749","https://openalex.org/W2002134117","https://openalex.org/W2009295325","https://openalex.org/W2011456008","https://openalex.org/W2016629996","https://openalex.org/W2017353179","https://openalex.org/W2017436068","https://openalex.org/W2018633760","https://openalex.org/W2023642217","https://openalex.org/W2024729467","https://openalex.org/W2030271375","https://openalex.org/W2031317675","https://openalex.org/W2038995930","https://openalex.org/W2063580873","https://openalex.org/W2090663687","https://openalex.org/W2097104050","https://openalex.org/W2098406191","https://openalex.org/W2098732363","https://openalex.org/W2101056776","https://openalex.org/W2101234009","https://openalex.org/W2105670621","https://openalex.org/W2107114646","https://openalex.org/W2112457078","https://openalex.org/W2130895133","https://openalex.org/W2132870739","https://openalex.org/W2148223060","https://openalex.org/W2296719434","https://openalex.org/W2317009739","https://openalex.org/W2331382523","https://openalex.org/W2599354622","https://openalex.org/W2616247523","https://openalex.org/W2753738274","https://openalex.org/W2757827777","https://openalex.org/W2786672974","https://openalex.org/W2802310069","https://openalex.org/W2886877262","https://openalex.org/W2889326414","https://openalex.org/W2896165108","https://openalex.org/W2896782924","https://openalex.org/W2910068345","https://openalex.org/W2914570111","https://openalex.org/W2952396505","https://openalex.org/W2963799213","https://openalex.org/W2979202127","https://openalex.org/W2983101366","https://openalex.org/W3007130352","https://openalex.org/W3015193462","https://openalex.org/W3087552014","https://openalex.org/W3091900924","https://openalex.org/W3108037084","https://openalex.org/W3112877691","https://openalex.org/W3165976248","https://openalex.org/W3198409653","https://openalex.org/W3200827562","https://openalex.org/W3201768156","https://openalex.org/W4200510240","https://openalex.org/W4221152992","https://openalex.org/W4225000479","https://openalex.org/W4281649265","https://openalex.org/W4281745012","https://openalex.org/W4295746325","https://openalex.org/W4295940597","https://openalex.org/W4300464228","https://openalex.org/W4307040498","https://openalex.org/W4324019056","https://openalex.org/W4362663521","https://openalex.org/W6635980067","https://openalex.org/W6810283219"],"related_works":["https://openalex.org/W4393367046","https://openalex.org/W3200827562","https://openalex.org/W7151364246","https://openalex.org/W4281745012","https://openalex.org/W4402548985","https://openalex.org/W2162689374","https://openalex.org/W4391299005","https://openalex.org/W4416168970","https://openalex.org/W1808046819","https://openalex.org/W7211988709"],"abstract_inverted_index":{"Abstract":[0],"Like":[1],"fingerprints,":[2],"cortical":[3],"folding":[4,20,39,62,89,104,174],"patterns":[5,21,40,63,207],"are":[6],"unique":[7],"to":[8,30,59,83,105,131,215],"each":[9],"brain":[10,80],"even":[11],"though":[12],"they":[13],"follow":[14],"a":[15,46,53,93,144,216],"general":[16],"species-specific":[17],"organization.":[18],"Some":[19],"have":[22],"been":[23],"linked":[24],"with":[25],"neurodevelopmental":[26],"disorders.":[27],"However,":[28],"due":[29],"the":[31,35,66,79,85,88,99,103,110,114,119,132,138,154,185,189,195,203,227],"high":[32],"inter-individual":[33,100],"variability,":[34],"identification":[36,204],"of":[37,68,102,113,118,140,156,188,205,208],"rare":[38,61,128,206],"that":[41,70,168,176],"could":[42],"become":[43],"biomarkers":[44],"remains":[45],"very":[47],"complex":[48],"task.":[49],"This":[50,211],"paper":[51],"proposes":[52],"novel":[54],"unsupervised":[55],"deep":[56],"learning":[57,86],"approach":[58,158],"identify":[60,106],"and":[64,91,117,125,151,180,194,201,222],"assess":[65,137],"degree":[67],"deviations":[69],"can":[71,177],"be":[72,178],"detected.":[73],"To":[74],"this":[75,169],"end,":[76],"we":[77,136,152],"preprocess":[78],"MR":[81],"images":[82],"focus":[84],"on":[87,98,143,159,184,219,226],"morphology":[90],"train":[92],"beta":[94],"variational":[95],"auto-encoder":[96],"(\u03b2\u2212VAE)":[97],"variability":[101],"outliers.":[107],"We":[108],"compare":[109],"detection":[111],"power":[112,187],"latent":[115,192],"space":[116,193],"reconstruction":[120,196],"errors,":[121],"using":[122],"synthetic":[123],"benchmarks":[124],"one":[126],"actual":[127],"configuration":[129],"related":[130],"central":[133],"sulcus.":[134],"Finally,":[135],"generalization":[139],"our":[141,157],"method":[142,170,212],"developmental":[145],"anomaly":[146],"located":[147],"in":[148],"another":[149,220],"region":[150,218],"validate":[153],"relevance":[155],"patients":[160],"suffering":[161],"from":[162],"drug-resistant":[163],"epilepsy.":[164],"Our":[165],"results":[166,225],"suggest":[167],"enables":[171],"encoding":[172],"relevant":[173],"characteristics":[175],"enlightened":[179],"better":[181],"interpreted":[182],"based":[183],"generative":[186],"\u03b2\u2212VAE.":[190],"The":[191],"errors":[197],"bring":[198],"complementary":[199],"information":[200],"enable":[202],"different":[209,217],"nature.":[210],"generalizes":[213],"well":[214],"dataset":[221],"demonstrates":[223],"promising":[224],"epileptic":[228],"patients.":[229],"Code":[230],"is":[231],"available":[232],"at":[233],"https://github.com/neurospin-projects/2022_lguillon_rare_folding_detection.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2024-01-18T00:00:00"}