{"id":"https://openalex.org/W3164677991","doi":"https://doi.org/10.1155/2021/5550914","title":"Estimating Gender and Age from Brain Structural MRI of Children and Adolescents: A 3D Convolutional Neural Network Multitask Learning Model","display_name":"Estimating Gender and Age from Brain Structural MRI of Children and Adolescents: A 3D Convolutional Neural Network Multitask Learning Model","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3164677991","doi":"https://doi.org/10.1155/2021/5550914","mag":"3164677991","pmid":"https://pubmed.ncbi.nlm.nih.gov/34122531"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5550914","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5550914","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5550914.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/5550914.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064284489","display_name":"S\u00e9rgio Leonardo Mendes","orcid":null},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sergio Leonardo Mendes","raw_affiliation_strings":["Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070, Brazil","Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070, Brazil","institution_ids":["https://openalex.org/I71715416"]},{"raw_affiliation_string":"Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074184782","display_name":"Walter Hugo Lopez Pinaya","orcid":"https://orcid.org/0000-0003-3739-1087"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Walter Hugo Lopez Pinaya","raw_affiliation_strings":["Department of Biomedical Engineering, King's College London, London SE1 7EH, UK","Department of Biomedical Engineering, King's College London, London SE1 7EH"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, King's College London, London SE1 7EH, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Biomedical Engineering, King's College London, London SE1 7EH","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091625399","display_name":"Pedro M\u00e1rio Pan","orcid":"https://orcid.org/0000-0002-1943-6520"},"institutions":[{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pedro Pan","raw_affiliation_strings":["Escola Paulista de Medicina, Universidade Federal de S\u00e3o Paulo, R. Maj. Maragliano, 241 - Vila Mariana, S\u00e3o Paulo, SP 04017-030, Brazil","Escola Paulista de Medicina, Universidade Federal de S\u00e3o Paulo, R. Maj. Maragliano, 241 - Vila Mariana, S\u00e3o Paulo, SP 04017-030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Escola Paulista de Medicina, Universidade Federal de S\u00e3o Paulo, R. Maj. Maragliano, 241 - Vila Mariana, S\u00e3o Paulo, SP 04017-030, Brazil","institution_ids":["https://openalex.org/I88273585"]},{"raw_affiliation_string":"Escola Paulista de Medicina, Universidade Federal de S\u00e3o Paulo, R. Maj. Maragliano, 241 - Vila Mariana, S\u00e3o Paulo, SP 04017-030","institution_ids":["https://openalex.org/I88273585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029606860","display_name":"Jo\u00e3o Ricardo Sato","orcid":"https://orcid.org/0000-0002-7503-9781"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Jo\u00e3o Ricardo Sato","raw_affiliation_strings":["Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070, Brazil","Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070"],"raw_orcid":"https://orcid.org/0000-0002-7503-9781","affiliations":[{"raw_affiliation_string":"Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070, Brazil","institution_ids":["https://openalex.org/I71715416"]},{"raw_affiliation_string":"Center of Mathematics, Computing, and Cognition, Universidade Federal do ABC, Rua Arcturus no. 03, S\u00e3o Bernardo do Campo, SP 09606-070","institution_ids":["https://openalex.org/I71715416"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029606860"],"corresponding_institution_ids":["https://openalex.org/I71715416"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.1455,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75246994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":"5550914","last_page":"5550914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8213019371032715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6071268916130066},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45423051714897156},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4471191465854645},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4425911009311676},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3784036934375763},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.34082749485969543}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8213019371032715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6071268916130066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45423051714897156},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4471191465854645},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4425911009311676},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3784036934375763},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.34082749485969543},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001289","descriptor_name":"Attention Deficit Disorder with Hyperactivity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1155/2021/5550914","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5550914","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5550914.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34122531","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34122531","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/56d961d7-f1ee-4451-be85-79992dd8e788","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/56d961d7-f1ee-4451-be85-79992dd8e788","pdf_url":null,"source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mendes, S L, Pinaya, W H L, Pan, P & Sato, J R 2021, 'Estimating Gender and Age from Brain Structural MRI of Children and Adolescents : A 3D Convolutional Neural Network Multitask Learning Model', Computational Intelligence and Neuroscience, vol. 2021, 5550914. https://doi.org/10.1155/2021/5550914","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:eb96fa38f90d4c72bd1291a0b7ae9484","is_oa":false,"landing_page_url":"https://doaj.org/article/eb96fa38f90d4c72bd1291a0b7ae9484","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":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8172319","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8172319","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":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/5550914","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5550914","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/5550914.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3576527862","display_name":null,"funder_award_id":"2018/04654\u20139","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G4224058663","display_name":null,"funder_award_id":"2018/21934-5 and","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G5555641840","display_name":null,"funder_award_id":"2018/21934-5","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164677991.pdf","grobid_xml":"https://content.openalex.org/works/W3164677991.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1128566613","https://openalex.org/W1528119265","https://openalex.org/W1566415063","https://openalex.org/W1967186380","https://openalex.org/W1969845534","https://openalex.org/W1981707762","https://openalex.org/W1991211195","https://openalex.org/W2004758461","https://openalex.org/W2007674268","https://openalex.org/W2034862596","https://openalex.org/W2043446004","https://openalex.org/W2044776246","https://openalex.org/W2048567433","https://openalex.org/W2079987516","https://openalex.org/W2095705004","https://openalex.org/W2103840373","https://openalex.org/W2108103428","https://openalex.org/W2117539524","https://openalex.org/W2119848633","https://openalex.org/W2123900788","https://openalex.org/W2134931552","https://openalex.org/W2137512539","https://openalex.org/W2150825673","https://openalex.org/W2155298532","https://openalex.org/W2164636761","https://openalex.org/W2167579130","https://openalex.org/W2255371896","https://openalex.org/W2322983841","https://openalex.org/W2335229748","https://openalex.org/W2346576232","https://openalex.org/W2560565629","https://openalex.org/W2566613935","https://openalex.org/W2579617530","https://openalex.org/W2587298075","https://openalex.org/W2604939291","https://openalex.org/W2606346834","https://openalex.org/W2618530766","https://openalex.org/W2737769645","https://openalex.org/W2743780043","https://openalex.org/W2801745895","https://openalex.org/W2810339787","https://openalex.org/W2888826705","https://openalex.org/W2895387432","https://openalex.org/W2896782924","https://openalex.org/W2915428382","https://openalex.org/W2919115771","https://openalex.org/W2920509382","https://openalex.org/W2937831143","https://openalex.org/W2966839013","https://openalex.org/W2973007151","https://openalex.org/W2979923937","https://openalex.org/W2983706427","https://openalex.org/W2998651304","https://openalex.org/W3015931886","https://openalex.org/W3037428841","https://openalex.org/W3124153617","https://openalex.org/W4230920194","https://openalex.org/W4247665917","https://openalex.org/W6680216138"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W4380075502","https://openalex.org/W2951720331"],"abstract_inverted_index":{"Despite":[0],"recent":[1],"advances,":[2],"assessing":[3],"biological":[4],"measurements":[5],"for":[6,24,123,132,157,171,215],"neuropsychiatric":[7],"disorders":[8],"is":[9],"still":[10],"a":[11,22,84,90,147,221,235,244],"challenge,":[12],"where":[13],"confounding":[14],"variables":[15],"such":[16,227],"as":[17,220,228],"gender":[18,133,172,189],"and":[19,45,61,74,98,134,160,188,243],"age":[20,158,183],"(as":[21],"proxy":[23],"neurodevelopment)":[25],"play":[26],"an":[27,161],"important":[28],"role.":[29],"This":[30,126],"study":[31],"explores":[32],"brain":[33,104,121,245],"structural":[34,103],"magnetic":[35],"resonance":[36],"imaging":[37,246],"(sMRI)":[38],"from":[39,102],"two":[40],"public":[41],"data":[42,196],"sets":[43],"(ABIDE\u2010II":[44],"ADHD\u2010200)":[46],"with":[47,89,204,234],"healthy":[48],"control":[49],"(HC,":[50],"N":[51,58,67],"=":[52,59,68,185,191],"894),":[53],"autism":[54],"spectrum":[55],"disorder":[56,65],"(ASD,":[57],"251),":[60],"attention":[62,112],"deficit":[63],"hyperactivity":[64],"(ADHD,":[66],"357)":[69],"individuals.":[70],"We":[71],"used":[72],"gray":[73],"white":[75],"matter":[76],"preprocessed":[77],"via":[78],"voxel\u2010based":[79],"morphometry":[80],"(VBM)":[81],"to":[82,94,110],"train":[83],"3D":[85,236],"convolutional":[86,237],"neural":[87,238],"network":[88,239],"multitask":[91,240],"learning":[92,209,241],"strategy":[93],"estimate":[95],"gender,":[96],"age,":[97],"mental":[99],"health":[100],"status":[101],"differences.":[105],"Gradient\u2010based":[106],"methods":[107],"were":[108,218],"employed":[109],"generate":[111],"maps,":[113],"providing":[114],"clinically":[115],"relevant":[116],"identification":[117],"of":[118,152,167,231,252],"most":[119],"representative":[120],"regions":[122,214],"models\u2019":[124,199,216],"decision\u2010making.":[125],"approach":[127],"resulted":[128],"in":[129,139,193,202,211],"satisfactory":[130],"predictions":[131],"age.":[135],"ADHD\u2010200\u2010trained":[136],"models,":[137],"evaluated":[138],"10\u2010fold":[140],"cross\u2010validation":[141],"procedures":[142],"on":[143],"test":[144],"set,":[145],"obtained":[146],"mean":[148],"absolute":[149],"error":[150],"(MAE)":[151],"1.43":[153],"years":[154],"(\u00b10.22":[155],"SD)":[156,170],"prediction":[159],"area":[162],"under":[163],"the":[164,177,194,205,229,250,253],"curve":[165],"(AUC)":[166],"0.85":[168],"(\u00b10.04":[169],"classification.":[173],"In":[174],"out\u2010of\u2010sample":[175],"validation,":[176],"best\u2010performing":[178],"ADHD\u2010200":[179],"models":[180],"satisfactorily":[181],"predicted":[182],"(MAE":[184],"1.57":[186],"years)":[187],"(AUC":[190],"0.89)":[192],"ABIDE\u2010II":[195],"set.":[197],"The":[198],"accuracy":[200,217],"was":[201],"line":[203],"current":[206],"state\u2010of\u2010the\u2010art":[207],"machine":[208],"applications":[210],"neuroimaging.":[212],"Key":[213],"presented":[219],"meaningful":[222],"graphical":[223,247],"output.":[224],"New":[225],"implementations,":[226],"use":[230],"VBM":[232],"along":[233],"model":[242],"output,":[248],"reinforce":[249],"relevance":[251],"proposed":[254],"workflow.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}