{"id":"https://openalex.org/W2086669609","doi":"https://doi.org/10.1109/tmi.2007.892501","title":"Classification Based on Cortical Folding Patterns","display_name":"Classification Based on Cortical Folding Patterns","publication_year":2007,"publication_date":"2007-04-01","ids":{"openalex":"https://openalex.org/W2086669609","doi":"https://doi.org/10.1109/tmi.2007.892501","mag":"2086669609","pmid":"https://pubmed.ncbi.nlm.nih.gov/17427742"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2007.892501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2007.892501","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007095962","display_name":"\u00c9douard Duchesnay","orcid":"https://orcid.org/0000-0002-4073-3490"},"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/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Edouard Duchesnay","raw_affiliation_strings":["Inserm U.797, CEA-INSERM Research Unit \"Neuroimaging and Psychiatry,\" University Paris-sud 11, Hospital Department Frederic Joliot, Orsay, France","Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm U.797, CEA-INSERM Research Unit \"Neuroimaging and Psychiatry,\" University Paris-sud 11, Hospital Department Frederic Joliot, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025944849","display_name":"Arnaud Cachia","orcid":"https://orcid.org/0000-0003-2125-4985"},"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/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Cachia","raw_affiliation_strings":["Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020334449","display_name":"Alexis Roche","orcid":"https://orcid.org/0000-0002-4821-6893"},"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexis Roche","raw_affiliation_strings":["SHFJ, Atomic Energy Commission (CEA), Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHFJ, Atomic Energy Commission (CEA), Orsay, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072376874","display_name":"Denis Rivi\u00e8re","orcid":"https://orcid.org/0000-0002-1902-2213"},"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Denis Riviere","raw_affiliation_strings":["SHFJ, Atomic Energy Commission (CEA), Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHFJ, Atomic Energy Commission (CEA), Orsay, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108409405","display_name":"Yann Cointepas","orcid":null},"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Cointepas","raw_affiliation_strings":["SHFJ, Atomic Energy Commission (CEA), Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHFJ, Atomic Energy Commission (CEA), Orsay, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063754646","display_name":"Dimitri Papadopoulos Orfanos","orcid":"https://orcid.org/0000-0002-1242-8990"},"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dimitri Papadopoulos-Orfanos","raw_affiliation_strings":["SHFJ, Atomic Energy Commission (CEA), Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHFJ, Atomic Energy Commission (CEA), Orsay, France","institution_ids":["https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113907730","display_name":"M\u00f4nica Zilbovicius","orcid":null},"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/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Monica Zilbovicius","raw_affiliation_strings":["Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028382889","display_name":"Jean\u2010Luc Martinot","orcid":"https://orcid.org/0000-0002-0136-0388"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"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":"Jean-Luc Martinot","raw_affiliation_strings":["Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Department Frederic Joliot,Inserm U. 797, CEA-INSERM Research Unit Neuroimaging and Psychiatry, National Institute for Scientific and Medical Research (INSERM) and Atomic Energy Commission (CEA) IFR49, University Paris Sud 11, Orsay, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045867824","display_name":"Jean R\u00e9gis","orcid":"https://orcid.org/0000-0002-4842-3753"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean Regis","raw_affiliation_strings":["Service de Neurochirurgie Fonctionnelle, Marseilles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service de Neurochirurgie Fonctionnelle, Marseilles, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104354381","display_name":"Jean-Fran\ufffdois Mangin","orcid":null},"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Franois Mangin","raw_affiliation_strings":["SHFJ, Atomic Energy Commission (CEA), Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHFJ, Atomic Energy Commission (CEA), Orsay, France","institution_ids":["https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5007095962"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2738703131"],"apc_list":null,"apc_paid":null,"fwci":5.7404,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.96596311,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"4","first_page":"553","last_page":"565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12417","display_name":"Morphological variations and asymmetry","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2608","display_name":"Geometry and Topology"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12621","display_name":"Hemispheric Asymmetry in Neuroscience","score":0.9955000281333923,"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/T11094","display_name":"Face Recognition and Perception","score":0.9678999781608582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7998056411743164},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7259359359741211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7096821069717407},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6986644268035889},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6143011450767517},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5719741582870483},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5577535629272461},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5518833994865417},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5364537835121155},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4728413224220276},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.45327767729759216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4057244062423706},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17912492156028748},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08445262908935547}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7998056411743164},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7259359359741211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7096821069717407},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6986644268035889},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6143011450767517},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5719741582870483},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5577535629272461},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5518833994865417},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5364537835121155},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4728413224220276},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.45327767729759216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4057244062423706},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17912492156028748},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08445262908935547},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2007.892501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2007.892501","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:17427742","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17427742","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1497310156","https://openalex.org/W1560724230","https://openalex.org/W1970710404","https://openalex.org/W1970798317","https://openalex.org/W1971765969","https://openalex.org/W1979062697","https://openalex.org/W1980715637","https://openalex.org/W1988183526","https://openalex.org/W1990257603","https://openalex.org/W1999945947","https://openalex.org/W2000732749","https://openalex.org/W2007483873","https://openalex.org/W2014915963","https://openalex.org/W2029538739","https://openalex.org/W2033713584","https://openalex.org/W2036084760","https://openalex.org/W2037587979","https://openalex.org/W2040545532","https://openalex.org/W2041716195","https://openalex.org/W2049299727","https://openalex.org/W2085311558","https://openalex.org/W2094350538","https://openalex.org/W2104839952","https://openalex.org/W2106664807","https://openalex.org/W2107956883","https://openalex.org/W2113584252","https://openalex.org/W2116948717","https://openalex.org/W2119479037","https://openalex.org/W2119848633","https://openalex.org/W2133188546","https://openalex.org/W2141796362","https://openalex.org/W2143426320","https://openalex.org/W2143861446","https://openalex.org/W2151566456","https://openalex.org/W2152839913","https://openalex.org/W2156637466","https://openalex.org/W2156909104","https://openalex.org/W2157026160","https://openalex.org/W2158308713","https://openalex.org/W2161037087","https://openalex.org/W2171914984","https://openalex.org/W3144619878","https://openalex.org/W4214489032","https://openalex.org/W4238284510","https://openalex.org/W4246656297","https://openalex.org/W4285719527","https://openalex.org/W6675544203"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W3009056573","https://openalex.org/W4297676672","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":{"We":[0,50,80],"describe":[1],"here":[2],"a":[3,25,55,71,147],"classification":[4],"system":[5,119],"based":[6,65],"on":[7,66,87,129,178],"automatically":[8],"identified":[9],"cortical":[10],"sulci.":[11],"Multivariate":[12],"recognition":[13,159],"methods":[14,30],"are":[15,172],"required":[16],"for":[17],"the":[18,33,37,44,85,93,108,112,115,124,130,141,155,170],"detection":[19],"of":[20,36,39,42,62,84,114,132,140,150,157],"complex":[21],"brain":[22],"patterns":[23],"with":[24,58,104,111,146,162,174],"spatial":[26],"distribution.":[27],"However,":[28],"such":[29],"may":[31],"face":[32],"well-known":[34],"issue":[35],"curse":[38],"dimensionality-the":[40],"risk":[41],"overfitting":[43],"training":[45],"dataset":[46,102],"in":[47],"high-dimensional":[48],"space.":[49],"overcame":[51],"this":[52],"problem,":[53],"using":[54],"classifier":[56,75],"pipeline":[57,86,171],"one-":[59],"or":[60,76],"two-stage":[61],"descriptor":[63,164],"selection":[64],"machine-learning":[67],"methods,":[68],"followed":[69],"by":[70,169],"support":[72],"vector":[73],"machine":[74],"linear":[77],"discriminant":[78],"analysis.":[79],"compared":[81],"alternative":[82],"designs":[83],"two":[88],"different":[89],"datasets":[90],"built":[91],"from":[92],"same":[94],"database":[95],"corresponding":[96],"to":[97],"151":[98],"brains.":[99],"The":[100,138,166],"first":[101],"dealt":[103,110],"cortex":[105],"asymmetry":[106],"and":[107,126,181],"second":[109],"effect":[113],"subject's":[116],"sex.":[117],"Our":[118],"successfully":[120],"(98%)":[121],"distinguished":[122],"between":[123],"left":[125],"right":[127],"hemispheres":[128],"basis":[131],"sulcal":[133],"shape":[134],"(size,":[135],"depth,":[136],"etc.).":[137],"sex":[139,179],"subject":[142],"could":[143],"be":[144],"determined":[145],"success":[148],"rate":[149],"85%.":[151],"These":[152],"results":[153],"highlight":[154],"attractiveness":[156],"multivariate":[158],"models":[160],"combined":[161],"appropriate":[163],"selection.":[165],"sulci":[167],"selected":[168],"consistent":[173],"previous":[175],"whole-brain":[176],"studies":[177],"effects":[180],"hemispheric":[182],"asymmetries.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}