{"id":"https://openalex.org/W2781572850","doi":"https://doi.org/10.1007/s12021-017-9347-8","title":"Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models","display_name":"Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2781572850","doi":"https://doi.org/10.1007/s12021-017-9347-8","mag":"2781572850","pmid":"https://pubmed.ncbi.nlm.nih.gov/29297140"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-017-9347-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-017-9347-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs12021-017-9347-8.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs12021-017-9347-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007707507","display_name":"Jessica Schrouff","orcid":"https://orcid.org/0000-0003-4992-3183"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jessica Schrouff","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK. jschrouff@ucl.ac.uk","GIGA Research, University of Li\u00e8ge, Li\u00e8ge, Belgium. jschrouff@ucl.ac.uk","Laboratory of Behavioral and Cognitive Neuroscience, Stanford University, Stanford, CA, USA. jschrouff@ucl.ac.uk","Laboratory of Behavioral and Cognitive Neuroscience, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK. jschrouff@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"GIGA Research, University of Li\u00e8ge, Li\u00e8ge, Belgium. jschrouff@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Behavioral and Cognitive Neuroscience, Stanford University, Stanford, CA, USA. jschrouff@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Behavioral and Cognitive Neuroscience, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102661283","display_name":"Jo\u00e3o Manuel Milheiro Caldas Paiva Monteiro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110827","display_name":"Prostate Cancer Research","ror":"https://ror.org/01wm3c497","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210110827"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. M. Monteiro","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK","institution_ids":["https://openalex.org/I4210110827","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053880247","display_name":"Liana Catarina Lima Portugal","orcid":"https://orcid.org/0000-0001-5086-5721"},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["BR","GB"],"is_corresponding":false,"raw_author_name":"L. Portugal","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","Department of Physiology and Pharmacology, Federal Fluminense University, Niter\u00f3i, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Department of Physiology and Pharmacology, Federal Fluminense University, Niter\u00f3i, RJ, Brazil","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035505769","display_name":"Maria Jo\u00e3o Rosa","orcid":"https://orcid.org/0000-0001-9822-3752"},"institutions":[{"id":"https://openalex.org/I4210110827","display_name":"Prostate Cancer Research","ror":"https://ror.org/01wm3c497","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210110827"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. J. Rosa","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK","institution_ids":["https://openalex.org/I4210110827","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005472608","display_name":"Christophe Phillips","orcid":"https://orcid.org/0000-0002-4990-425X"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"C. Phillips","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Li\u00e8ge, Li\u00e8ge, Belgium","GIGA Research, University of Li\u00e8ge, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]},{"raw_affiliation_string":"GIGA Research, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036416110","display_name":"Jana\u0131\u0301na Mour\u00e3o-Miranda","orcid":"https://orcid.org/0000-0002-3309-8441"},"institutions":[{"id":"https://openalex.org/I4210110827","display_name":"Prostate Cancer Research","ror":"https://ror.org/01wm3c497","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210110827"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Mour\u00e3o-Miranda","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Max Planck UCL Centre for Computational Psychiatry and Ageing Research, University College London, UK","institution_ids":["https://openalex.org/I4210110827","https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007707507"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":8.4523,"has_fulltext":true,"cited_by_count":70,"citation_normalized_percentile":{"value":0.98168554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"16","issue":"1","first_page":"117","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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":0.991599977016449,"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/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.7502472400665283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7304565906524658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6966248154640198},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6093536615371704},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5927366018295288},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.5506601929664612},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.519423246383667},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48726215958595276},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41305720806121826},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.2663308382034302},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.16987255215644836},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14221885800361633},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1184338927268982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09102630615234375}],"concepts":[{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.7502472400665283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7304565906524658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6966248154640198},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6093536615371704},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5927366018295288},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.5506601929664612},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.519423246383667},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48726215958595276},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41305720806121826},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.2663308382034302},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.16987255215644836},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14221885800361633},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1184338927268982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09102630615234375},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"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":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062206","descriptor_name":"Spatial Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062206","descriptor_name":"Spatial Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062206","descriptor_name":"Spatial Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1007/s12021-017-9347-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-017-9347-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs12021-017-9347-8.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:29297140","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29297140","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":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10041391","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10041391/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Neuroinformatics , 16  (1)   pp. 117-143.   (2018)      ","raw_type":"Article"},{"id":"pmh:oai:escidoc.org:escidoc:2572999","is_oa":false,"landing_page_url":"http://hdl.handle.net/21.11116/0000-0001-148F-8","pdf_url":null,"source":{"id":"https://openalex.org/S7407052962","display_name":"Max Planck Digital Library","issn_l":null,"issn":[],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:europepmc.org:4713977","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5797202","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/219701","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/219701","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neuroinformatics, 1-27 (2018-01-03)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"doi:10.1007/s12021-017-9347-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-017-9347-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs12021-017-9347-8.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G146285273","display_name":null,"funder_award_id":"FAPERJ","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1771086213","display_name":null,"funder_award_id":"WT102845/Z/13/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G3331681876","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G4175758497","display_name":null,"funder_award_id":"CAPES","funder_id":"https://openalex.org/F4320322749","funder_display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro"},{"id":"https://openalex.org/G5452421812","display_name":null,"funder_award_id":"CAPES/","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320306621","display_name":"Belgian American Educational Foundation","ror":"https://ror.org/014rsed66"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2781572850.pdf","grobid_xml":"https://content.openalex.org/works/W2781572850.grobid-xml"},"referenced_works_count":85,"referenced_works":["https://openalex.org/W225667021","https://openalex.org/W1486184289","https://openalex.org/W1548662116","https://openalex.org/W1560723556","https://openalex.org/W1581627189","https://openalex.org/W1597053271","https://openalex.org/W1810343284","https://openalex.org/W1871745854","https://openalex.org/W1964514974","https://openalex.org/W1967013191","https://openalex.org/W1968635050","https://openalex.org/W1969959732","https://openalex.org/W1970289007","https://openalex.org/W1970574950","https://openalex.org/W1977715475","https://openalex.org/W1979289529","https://openalex.org/W1979417611","https://openalex.org/W1979587499","https://openalex.org/W1987011701","https://openalex.org/W1990737854","https://openalex.org/W1991952617","https://openalex.org/W1992709597","https://openalex.org/W1995116026","https://openalex.org/W1997319821","https://openalex.org/W2001170890","https://openalex.org/W2007263678","https://openalex.org/W2007804187","https://openalex.org/W2011402106","https://openalex.org/W2013215616","https://openalex.org/W2021515139","https://openalex.org/W2022561739","https://openalex.org/W2028467924","https://openalex.org/W2028739995","https://openalex.org/W2031823405","https://openalex.org/W2040305148","https://openalex.org/W2041716195","https://openalex.org/W2048499956","https://openalex.org/W2048631316","https://openalex.org/W2056957254","https://openalex.org/W2058046532","https://openalex.org/W2066948860","https://openalex.org/W2073683361","https://openalex.org/W2074176262","https://openalex.org/W2077964948","https://openalex.org/W2078248490","https://openalex.org/W2084727965","https://openalex.org/W2087347434","https://openalex.org/W2089632738","https://openalex.org/W2091828766","https://openalex.org/W2097440479","https://openalex.org/W2097850441","https://openalex.org/W2101164117","https://openalex.org/W2101446489","https://openalex.org/W2101790396","https://openalex.org/W2110185148","https://openalex.org/W2119406369","https://openalex.org/W2122825543","https://openalex.org/W2128251808","https://openalex.org/W2133732234","https://openalex.org/W2135046866","https://openalex.org/W2136741887","https://openalex.org/W2136857108","https://openalex.org/W2137940356","https://openalex.org/W2139906140","https://openalex.org/W2143826137","https://openalex.org/W2145295623","https://openalex.org/W2146089088","https://openalex.org/W2150534249","https://openalex.org/W2151591509","https://openalex.org/W2153635508","https://openalex.org/W2155367389","https://openalex.org/W2158485497","https://openalex.org/W2160448907","https://openalex.org/W2160654481","https://openalex.org/W2170223000","https://openalex.org/W2171831801","https://openalex.org/W2307883498","https://openalex.org/W2421101021","https://openalex.org/W2499800833","https://openalex.org/W2562162676","https://openalex.org/W2580643148","https://openalex.org/W2587862394","https://openalex.org/W2952062626","https://openalex.org/W3100067206","https://openalex.org/W4244883719"],"related_works":["https://openalex.org/W2900715739","https://openalex.org/W2289496068","https://openalex.org/W2043864454","https://openalex.org/W2547116720","https://openalex.org/W2188831877","https://openalex.org/W3125885229","https://openalex.org/W1483460610","https://openalex.org/W2828181497","https://openalex.org/W4287635664","https://openalex.org/W3094046485"],"abstract_inverted_index":{"Pattern":[0,207],"recognition":[1,55],"models":[2,56],"have":[3,17],"been":[4,198],"increasingly":[5],"applied":[6],"to":[7,22,82,107,121,137,171],"neuroimaging":[8],"data":[9],"over":[10],"the":[11,40,46,84,110,122,143,148,153,166,173,176,179,185,201,205],"last":[12],"two":[13,130],"decades.":[14],"These":[15],"applications":[16],"ranged":[18],"from":[19],"cognitive":[20],"neuroscience":[21],"clinical":[23],"problems.":[24],"A":[25],"common":[26],"limitation":[27],"of":[28,92,102,112,127,161,175,187,204],"these":[29],"approaches":[30],"is":[31,150],"that":[32,78],"they":[33],"do":[34],"not":[35],"incorporate":[36],"previous":[37],"knowledge":[38,49],"about":[39],"brain":[41,68,86,114,163],"structure":[42,61,145],"and":[43],"function":[44],"into":[45,53],"models.":[47],"Previous":[48],"can":[50,135,157],"be":[51],"embedded":[52],"pattern":[54,88],"by":[57,118,147],"imposing":[58],"a":[59,75,90,99,159],"grouping":[60,144,177],"based":[62],"on":[63],"anatomically":[64],"or":[65],"functionally":[66],"defined":[67,117],"regions.":[69],"In":[70,169],"this":[71],"work,":[72],"we":[73,97,183],"present":[74],"novel":[76],"approach":[77,182],"uses":[79],"group":[80],"sparsity":[81],"model":[83],"whole":[85],"multivariate":[87],"as":[89],"combination":[91],"regional":[93],"patterns.":[94],"More":[95],"specifically,":[96],"use":[98],"sparse":[100],"version":[101,203],"Multiple":[103],"Kernel":[104],"Learning":[105],"(MKL)":[106],"simultaneously":[108],"learn":[109],"contribution":[111],"each":[113],"region,":[115],"previously":[116],"an":[119],"atlas,":[120],"decision":[123],"function.":[124],"Our":[125],"application":[126],"MKL":[128,181],"provides":[129],"beneficial":[131],"features:":[132],"(1)":[133],"it":[134,156],"lead":[136],"improved":[138],"overall":[139],"generalisation":[140],"performance":[141],"when":[142],"imposed":[146],"atlas":[149],"consistent":[151],"with":[152],"data;":[154],"(2)":[155],"identify":[158],"subset":[160],"relevant":[162],"regions":[164],"for":[165,209],"predictive":[167],"model.":[168],"order":[170],"investigate":[172],"effect":[174],"in":[178,200],"proposed":[180],"compared":[184],"results":[186],"three":[188,192],"different":[189,193],"atlases":[190],"using":[191],"datasets.":[194],"The":[195],"method":[196],"has":[197],"implemented":[199],"new":[202],"open-source":[206],"Recognition":[208],"Neuroimaging":[210],"Toolbox":[211],"(PRoNTo).":[212]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":12}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}