{"id":"https://openalex.org/W4392819908","doi":"https://doi.org/10.1109/isbi56570.2024.10635738","title":"Supervised Diagnosis Prediction from Cortical Sulci: Toward the Discovery of Neurodevelopmental Biomarkers in Mental Disorders","display_name":"Supervised Diagnosis Prediction from Cortical Sulci: Toward the Discovery of Neurodevelopmental Biomarkers in Mental Disorders","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4392819908","doi":"https://doi.org/10.1109/isbi56570.2024.10635738"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04494994/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094155260","display_name":"Pierre Auriau","orcid":null},"institutions":[{"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"]},{"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/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pierre Auriau","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047801362","display_name":"Antoine Grigis","orcid":"https://orcid.org/0000-0001-7984-3710"},"institutions":[{"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/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2738703131"]},{"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":"Antoine Grigis","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029296084","display_name":"Beno\u00eet Dufumier","orcid":"https://orcid.org/0000-0002-8253-2363"},"institutions":[{"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/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"]},{"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":"funder","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Dufumier","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078517849","display_name":"Robin Louiset","orcid":"https://orcid.org/0000-0001-7403-0681"},"institutions":[{"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"]},{"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":"funder","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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Robin Louiset","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052669729","display_name":"Jo\u00ebl Chavas","orcid":"https://orcid.org/0000-0002-3559-5919"},"institutions":[{"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"]},{"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/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jo\u00ebl Chavas","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103276787","display_name":"Pietro Gori","orcid":"https://orcid.org/0000-0003-3456-8529"},"institutions":[{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pietro Gori","raw_affiliation_strings":["IPParis,LTCI, TélécomParis,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IPParis,LTCI, TélécomParis,France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035699131","display_name":"Jean\u2010Fran\u00e7ois Mangin","orcid":"https://orcid.org/0000-0002-1612-461X"},"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":"funder","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/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":"Jean-Fran\u00e7ois Mangin","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007095962","display_name":"\u00c9douard Duchesnay","orcid":"https://orcid.org/0000-0002-4073-3490"},"institutions":[{"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"]},{"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/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2738703131"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Edouard Duchesnay","raw_affiliation_strings":["Université Paris-Saclay,NeuroSpin, CEA Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Paris-Saclay,NeuroSpin, CEA Saclay,France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I2738703131","https://openalex.org/I4210128565"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5094155260"],"corresponding_institution_ids":["https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210128565"],"apc_list":null,"apc_paid":null,"fwci":0.3218,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52938818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9890000224113464,"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":0.9890000224113464,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.979200005531311,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/neuroscience","display_name":"Neuroscience","score":0.48782089352607727},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4452098608016968},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4238806664943695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3849254846572876}],"concepts":[{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.48782089352607727},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4452098608016968},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4238806664943695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3849254846572876}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635738","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635738","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04494994v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04494994","pdf_url":"https://hal.science/hal-04494994/document","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":"https://biomedicalimaging.org/2024/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04494994v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04494994","pdf_url":"https://hal.science/hal-04494994/document","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":"https://biomedicalimaging.org/2024/","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392819908.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W54887220","https://openalex.org/W1097741600","https://openalex.org/W1849277567","https://openalex.org/W1999832023","https://openalex.org/W2002134117","https://openalex.org/W2017353179","https://openalex.org/W2112457078","https://openalex.org/W2194775991","https://openalex.org/W2543481269","https://openalex.org/W2757827777","https://openalex.org/W2801765286","https://openalex.org/W2896782924","https://openalex.org/W2963446712","https://openalex.org/W3082774355","https://openalex.org/W3097055114","https://openalex.org/W3121045849","https://openalex.org/W4287812705","https://openalex.org/W4295795038","https://openalex.org/W4390941228","https://openalex.org/W6774314701","https://openalex.org/W6776700526","https://openalex.org/W7061686838"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2390279801","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,15,42,51,102,131],"machine":[3],"learning":[4,85],"applied":[5,90],"to":[6,91],"structural":[7],"magnetic":[8],"resonance":[9],"imaging":[10],"(sMRI)":[11],"may":[12],"highlight":[13],"abnormalities":[14],"brain":[16,52,66],"anatomy":[17],"associated":[18],"with":[19,118],"mental":[20,93,135],"disorders.":[21,136],"These":[22,87],"disorders":[23,94,114],"are":[24,40,47,55,89],"multifactorial,":[25],"resulting":[26],"from":[27],"a":[28,56],"complex":[29],"combination":[30],"of":[31,65,74,112,125,128],"neurodevelopmental":[32,63,110],"and":[33,54,100],"environmental":[34],"factors.":[35],"In":[36],"particular,":[37],"such":[38],"factors":[39],"present":[41],"cortical":[43,75],"sulci,":[44],"whose":[45],"shapes":[46,73],"determined":[48],"very":[49],"early":[50],"development":[53],"valuable":[57],"proxy":[58],"for":[59,80,134],"capturing":[60],"specifically":[61],"the":[62,72,109,123],"contribution":[64],"anatomy.":[67],"This":[68],"paper":[69],"explores":[70],"whether":[71],"sulci":[76],"can":[77,115],"be":[78,116],"used":[79],"diagnosis":[81],"prediction":[82],"using":[83],"deep":[84],"models.":[86],"models":[88],"three":[92],"(autism":[95],"spectrum":[96],"disorder,":[97,99],"bipolar":[98],"schizophrenia)":[101],"large":[103],"multicentric":[104],"datasets.":[105],"We":[106],"demonstrate":[107],"that":[108],"underpinnings":[111],"these":[113],"captured":[117],"sMRI.":[119],"Finally,":[120],"we":[121],"show":[122],"potential":[124],"visual":[126],"explanations":[127],"models\u2019":[129],"decisions":[130],"discovering":[132],"biomarkers":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}