{"id":"https://openalex.org/W2198238481","doi":"https://doi.org/10.1007/978-3-319-24888-2_8","title":"FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization","display_name":"FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2198238481","doi":"https://doi.org/10.1007/978-3-319-24888-2_8","mag":"2198238481"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24888-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-24888-2_8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030861174","display_name":"Marta Nu\u00f1ez\u2010Garcia","orcid":"https://orcid.org/0000-0001-9349-3059"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Marta Nu\u00f1ez-Garcia","raw_affiliation_strings":["Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain","Physense, DTIC, Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Physense, DTIC, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052974847","display_name":"Sonja Simpraga","orcid":"https://orcid.org/0000-0001-9879-6657"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sonja Simpraga","raw_affiliation_strings":["Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019824074","display_name":"Mar\u0131\u0301a \u00c1ngeles Jurado","orcid":"https://orcid.org/0000-0002-9403-1670"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria Angeles Jurado","raw_affiliation_strings":["Department of Psychiatry and Clinical Psicobiology, IR3C, University of Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Clinical Psicobiology, IR3C, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007221272","display_name":"Maite Garolera","orcid":"https://orcid.org/0000-0001-7443-8249"},"institutions":[{"id":"https://openalex.org/I4210098336","display_name":"Consorci Sanitari de Terrassa","ror":"https://ror.org/01239b432","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210098336"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maite Garolera","raw_affiliation_strings":["Neuropsychology Unit,Clinical Research of Brain, Cognition and Behavior, Consorci Sanitari de Terrassa, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Neuropsychology Unit,Clinical Research of Brain, Cognition and Behavior, Consorci Sanitari de Terrassa, Barcelona, Spain","institution_ids":["https://openalex.org/I4210098336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081923709","display_name":"Roser Pueyo","orcid":"https://orcid.org/0000-0002-8230-8409"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roser Pueyo","raw_affiliation_strings":["Department of Psychiatry and Clinical Psicobiology, IR3C, University of Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Clinical Psicobiology, IR3C, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067001353","display_name":"Laura Igual","orcid":"https://orcid.org/0000-0002-7225-7441"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Laura Igual","raw_affiliation_strings":["Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics and Analysis, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030861174"],"corresponding_institution_ids":["https://openalex.org/I170486558","https://openalex.org/I71999127"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":5.6326,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9604713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9994000196456909,"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/discriminative-model","display_name":"Discriminative model","score":0.9738081693649292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7608738541603088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7493113875389099},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7215832471847534},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.5036744475364685},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.43277260661125183},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4220895767211914},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4107177257537842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34370994567871094},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16306072473526},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07642292976379395}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9738081693649292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7608738541603088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7493113875389099},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7215832471847534},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.5036744475364685},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43277260661125183},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4220895767211914},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4107177257537842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34370994567871094},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16306072473526},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07642292976379395},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-24888-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:zenodo.org:8271877","is_oa":true,"landing_page_url":"https://zenodo.org/record/8271877","pdf_url":"https://zenodo.org/record/8271877","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-24888-2_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-24888-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G5650503505","display_name":null,"funder_award_id":"TIN2012-38187-C03-01","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323428","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1606851799","https://openalex.org/W1970760001","https://openalex.org/W1999653836","https://openalex.org/W2008607322","https://openalex.org/W2011650426","https://openalex.org/W2014886698","https://openalex.org/W2023251549","https://openalex.org/W2097360283","https://openalex.org/W2113506774","https://openalex.org/W2122825543","https://openalex.org/W2123927491","https://openalex.org/W2158485497","https://openalex.org/W4294541781"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2510961579","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Resting":[0,88],"state":[1],"fMRI":[2],"is":[3,83,94,103,113,155],"a":[4,27,37,62,71,76],"powerful":[5],"method":[6,138,160],"of":[7,15,40,43,122,166],"functional":[8,16,50,92],"brain":[9,45],"imaging,":[10],"which":[11,119],"can":[12],"reveal":[13],"information":[14,93,102,112,177],"connectivity":[17,51],"between":[18],"regions":[19,42,186],"during":[20],"rest.":[21],"In":[22,80],"this":[23],"paper,":[24],"we":[25],"present":[26],"novel":[28],"method,":[29],"called":[30],"Functional-Anatomical":[31],"Discriminative":[32],"Regions":[33],"(FADR),":[34],"for":[35,85],"selecting":[36,182],"discriminative":[38,108,127,144,185],"subset":[39],"functional-anatomical":[41,111],"the":[44,97,107,116,132,137,164,167,170,179,183,188],"in":[46,53,70,115,169],"order":[47],"to":[48,74,105,141],"characterize":[49],"abnormalities":[52],"mental":[54],"disorders.":[55],"FADR":[56],"integrates":[57],"Independent":[58],"Component":[59],"Analysis":[60],"with":[61],"sparse":[63,78],"feature":[64],"selection":[65],"strategy,":[66],"namely":[67],"Elastic":[68],"Net,":[69],"supervised":[72],"framework":[73],"extract":[75,143],"new":[77,117],"representation.":[79],"particular,":[81],"ICA":[82],"used":[84],"obtaining":[86],"group":[87],"State":[89],"Networks":[90],"and":[91,125,146],"extracted":[95],"from":[96,149],"subject-specific":[98],"spatial":[99],"maps.":[100],"Anatomical":[101],"incorporated":[104],"localize":[106],"regions.":[109],"Thus,":[110],"combined":[114],"descriptor,":[118],"characterizes":[120],"areas":[121,145],"different":[123],"networks":[124],"carries":[126],"power.":[128],"Experimental":[129],"results":[130,148],"on":[131],"public":[133],"database":[134],"ADHD-200":[135,171],"validate":[136],"being":[139],"able":[140],"automatically":[142],"extending":[147],"previous":[150],"studies.":[151],"The":[152],"classification":[153],"ability":[154],"evaluated":[156],"showing":[157],"that":[158],"our":[159],"performs":[161],"better":[162],"than":[163],"average":[165],"teams":[168],"Global":[172],"Competition":[173],"while":[174],"giving":[175],"relevant":[176],"about":[178],"disease":[180],"by":[181],"most":[184],"at":[187],"same":[189],"time.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
