{"id":"https://openalex.org/W2520682644","doi":"https://doi.org/10.1016/j.neuroimage.2016.08.066","title":"Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder","display_name":"Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder","publication_year":2016,"publication_date":"2016-09-12","ids":{"openalex":"https://openalex.org/W2520682644","doi":"https://doi.org/10.1016/j.neuroimage.2016.08.066","mag":"2520682644","pmid":"https://pubmed.ncbi.nlm.nih.gov/27622393"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2016.08.066","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2016.08.066","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.neuroimage.2016.08.066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015454510","display_name":"Sophia Frangou","orcid":"https://orcid.org/0000-0002-3210-6470"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sophia Frangou","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA. Electronic address: sophia.frangou@mssm.edu","Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA. Electronic address: sophia.frangou@mssm.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006464992","display_name":"Danai Dima","orcid":"https://orcid.org/0000-0002-2598-0952"},"institutions":[{"id":"https://openalex.org/I98704320","display_name":"Icahn School of Medicine at Mount Sinai","ror":"https://ror.org/04a9tmd77","country_code":"US","type":"education","lineage":["https://openalex.org/I1320796813","https://openalex.org/I98704320"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Danai Dima","raw_affiliation_strings":["Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA; King's College London, UK; City University, UK","King's College London, UK","City University, UK","Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA; King's College London, UK; City University, UK","institution_ids":[]},{"raw_affiliation_string":"King's College London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"City University, UK","institution_ids":[]},{"raw_affiliation_string":"Department of Psychiatry, Icahn School of Medicine at Mount Sinai, USA","institution_ids":["https://openalex.org/I98704320"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069453054","display_name":"Jigar Jogia","orcid":"https://orcid.org/0000-0003-1799-1245"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jigar Jogia","raw_affiliation_strings":["Aston University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aston University, UK","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015454510"],"corresponding_institution_ids":["https://openalex.org/I98704320"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":3.2068,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.91723984,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"145","issue":"Pt B","first_page":"230","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10854","display_name":"Bipolar Disorder and Treatment","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10854","display_name":"Bipolar Disorder and Treatment","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T13283","display_name":"Mental Health Research Topics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9965000152587891,"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/neuroimaging","display_name":"Neuroimaging","score":0.8077886700630188},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.6678285598754883},{"id":"https://openalex.org/keywords/bipolar-disorder","display_name":"Bipolar disorder","score":0.637241542339325},{"id":"https://openalex.org/keywords/psychopathology","display_name":"Psychopathology","score":0.60507732629776},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.52422696352005},{"id":"https://openalex.org/keywords/biomarker","display_name":"Biomarker","score":0.4178800880908966},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3970387578010559},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36506664752960205},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.34285813570022583},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.14189818501472473}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8077886700630188},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.6678285598754883},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.637241542339325},{"id":"https://openalex.org/C123273963","wikidata":"https://www.wikidata.org/wiki/Q624758","display_name":"Psychopathology","level":2,"score":0.60507732629776},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.52422696352005},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.4178800880908966},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3970387578010559},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36506664752960205},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.34285813570022583},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.14189818501472473},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001714","descriptor_name":"Bipolar Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005190","descriptor_name":"Family","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005190","descriptor_name":"Family","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005190","descriptor_name":"Family","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","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":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059907","descriptor_name":"Functional Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1016/j.neuroimage.2016.08.066","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2016.08.066","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:27622393","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27622393","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":"NeuroImage","raw_type":null},{"id":"pmh:oai:openaccess.city.ac.uk:15409","is_oa":false,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/danai=2Edima.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/17304e07-27e1-46b4-b741-17ab5f469d5d","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/17304e07-27e1-46b4-b741-17ab5f469d5d","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/57265492/Towards_person_centered_neuroimaging_FRANGOU_Accepted_31Aug2016_GREEN_AAM.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frangou, S, Dima, D & Jogia, J 2016, 'Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder', NeuroImage. https://doi.org/10.1016/j.neuroimage.2016.08.066","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:publications.aston.ac.uk:29707","is_oa":true,"landing_page_url":"https://publications.aston.ac.uk/view/author/ddd3eace1e160ff70510223415802e7b.html>","pdf_url":"https://publications.aston.ac.uk/id/eprint/29707/3/Neuroimaging_markers_for_resilience_and_vulnerability_in_Bipolar_Disorder.pdf","source":{"id":"https://openalex.org/S4306400483","display_name":"Aston Publications Explorer (Aston University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169199633","host_organization_name":"Aston University","host_organization_lineage":["https://openalex.org/I169199633"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:europepmc.org:4676649","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5555631","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2016.08.066","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2016.08.066","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1772965630","display_name":null,"funder_award_id":"MH104284","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G407964814","display_name":null,"funder_award_id":"R01 MH104284-01A1","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1097741600","https://openalex.org/W1604476085","https://openalex.org/W1656957897","https://openalex.org/W1746819321","https://openalex.org/W1900447338","https://openalex.org/W1922003979","https://openalex.org/W1930790356","https://openalex.org/W1953160278","https://openalex.org/W1962530199","https://openalex.org/W1994041479","https://openalex.org/W1996801244","https://openalex.org/W1998026858","https://openalex.org/W1999196329","https://openalex.org/W2000697043","https://openalex.org/W2004152569","https://openalex.org/W2005648405","https://openalex.org/W2010430331","https://openalex.org/W2014157362","https://openalex.org/W2014668809","https://openalex.org/W2016383299","https://openalex.org/W2017614536","https://openalex.org/W2019930104","https://openalex.org/W2020309747","https://openalex.org/W2023202278","https://openalex.org/W2024048695","https://openalex.org/W2036956901","https://openalex.org/W2040305148","https://openalex.org/W2045159655","https://openalex.org/W2049644913","https://openalex.org/W2055314969","https://openalex.org/W2056678446","https://openalex.org/W2057239478","https://openalex.org/W2071908578","https://openalex.org/W2073288993","https://openalex.org/W2077455126","https://openalex.org/W2079183286","https://openalex.org/W2083733140","https://openalex.org/W2095068146","https://openalex.org/W2095682198","https://openalex.org/W2104527583","https://openalex.org/W2104541524","https://openalex.org/W2105931454","https://openalex.org/W2111616854","https://openalex.org/W2113247802","https://openalex.org/W2113898394","https://openalex.org/W2114613490","https://openalex.org/W2115932177","https://openalex.org/W2129359809","https://openalex.org/W2138991026","https://openalex.org/W2143693375","https://openalex.org/W2149744398","https://openalex.org/W2151197117","https://openalex.org/W2156909104","https://openalex.org/W2161282771","https://openalex.org/W2170799985","https://openalex.org/W3005563669","https://openalex.org/W4211018604","https://openalex.org/W4211049957","https://openalex.org/W4239944110","https://openalex.org/W4256166390","https://openalex.org/W6636810479","https://openalex.org/W6676857012"],"related_works":["https://openalex.org/W593845591","https://openalex.org/W3173377131","https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W3186838652","https://openalex.org/W4388521998","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821"],"abstract_inverted_index":{"Improved":[0],"clinical":[1,82,301,309],"care":[2,302],"for":[3,47,80],"Bipolar":[4],"Disorder":[5,61],"(BD)":[6],"relies":[7],"on":[8],"the":[9,25,69,101,158,189,300,312],"identification":[10],"of":[11,71,74,100,135,140,210,213,217,274,303,307],"diagnostic":[12,28],"markers":[13,29],"that":[14,262,291],"can":[15,266,296],"reliably":[16],"detect":[17],"disease-related":[18],"signals":[19],"in":[20,111,145,176,299,305],"clinically":[21],"heterogeneous":[22],"populations.":[23],"At":[24],"very":[26],"least,":[27],"should":[30],"be":[31,267],"able":[32],"to":[33,68,92,106,172,203,229,250],"differentiate":[34],"patients":[35,113,196,226,247],"with":[36,114,129,150,163,197,207,227,232,248],"BD":[37,48,115,198,228,249,304],"from":[38,42,117,122,157,188],"healthy":[39,118,205,252],"individuals":[40,43,119,206],"and":[41,121,215,222,238,243,258,283,314],"at":[44],"familial":[45],"risk":[46],"who":[49,125],"either":[50,127],"remain":[51],"well":[52],"or":[53,132],"develop":[54],"other":[55],"psychopathology,":[56],"most":[57],"commonly":[58],"Major":[59],"Depressive":[60],"(MDD).":[62],"These":[63],"issues":[64],"are":[65],"particularly":[66],"pertinent":[67],"development":[70],"translational":[72],"applications":[73],"neuroimaging":[75,177],"as":[76],"they":[77],"represent":[78],"challenges":[79],"which":[81],"observation":[83],"alone":[84],"is":[85],"insufficient.":[86],"We":[87,260],"therefore":[88],"applied":[89],"pattern":[90,272,293],"classification":[91,181,265],"task-based":[93,275],"functional":[94],"magnetic":[95],"resonance":[96],"imaging":[97],"(fMRI)":[98],"data":[99,160,187],"n-back":[102],"working":[103,276],"memory":[104,277],"task,":[105],"test":[107],"their":[108,230,251],"predictive":[109],"value":[110],"differentiating":[112],"(n=30)":[116,120,131],"patients'":[123],"relatives":[124,231,253],"were":[126,133,161,183,199,234,254],"diagnosed":[128],"MDD":[130],"free":[134],"any":[136],"personal":[137],"lifetime":[138],"history":[139],"psychopathology":[141],"(n=30).":[142],"Diagnostic":[143],"stability":[144],"these":[146],"groups":[147],"was":[148],"confirmed":[149],"4-year":[151],"prospective":[152],"follow-up.":[153],"Task-based":[154],"activation":[155],"patterns":[156,175],"fMRI":[159,278],"analyzed":[162],"Gaussian":[164],"Process":[165],"Classifiers":[166],"(GPC),":[167],"a":[168],"machine":[169],"learning":[170],"approach":[171],"detecting":[173],"multivariate":[174,292],"datasets.":[178],"Consistent":[179],"significant":[180,263],"results":[182],"only":[184],"obtained":[185],"using":[186,269],"3-back":[190],"versus":[191],"0-back":[192],"contrast.":[193],"Using":[194],"contrast,":[195],"correctly":[200],"classified":[201],"compared":[202],"unrelated":[204],"an":[208],"accuracy":[209,282],"83.5%,":[211],"sensitivity":[212,221,242],"84.6%":[214],"specificity":[216,223,244,284],"92.3%.":[218],"Classification":[219,240],"accuracy,":[220,241],"when":[224,245],"comparing":[225,246],"MDD,":[233],"respectively":[235,255],"73.1%,":[236],"53.9%":[237],"94.5%.":[239],"81.8%,":[256],"72.7%":[257],"90.9%.":[259],"show":[261],"individual":[264],"achieved":[268,285],"whole":[270],"brain":[271],"analysis":[273],"data.":[279],"The":[280],"high":[281],"by":[286],"all":[287],"three":[288],"classifiers":[289],"suggest":[290],"recognition":[294],"analyses":[295],"aid":[297],"clinicians":[298],"situations":[306],"true":[308],"uncertainty":[310],"regarding":[311],"diagnosis":[313],"prognosis.":[315]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}
