{"id":"https://openalex.org/W2913800891","doi":"https://doi.org/10.1016/j.brs.2018.12.556","title":"Multivariate neuroimaging based prediction of individual outcome to transcranial magnetic stimulation in depression","display_name":"Multivariate neuroimaging based prediction of individual outcome to transcranial magnetic stimulation in depression","publication_year":2019,"publication_date":"2019-01-22","ids":{"openalex":"https://openalex.org/W2913800891","doi":"https://doi.org/10.1016/j.brs.2018.12.556","mag":"2913800891"},"language":"en","primary_location":{"id":"doi:10.1016/j.brs.2018.12.556","doi":"https://doi.org/10.1016/j.brs.2018.12.556","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.brs.2018.12.556","pdf_url":null,"source":{"id":"https://openalex.org/S177350161","display_name":"Brain stimulation","issn_l":"1876-4754","issn":["1876-4754","1935-861X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-1","oarl","poland-140","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Stimulation","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040594154","display_name":"Robin F. H. Cash","orcid":"https://orcid.org/0000-0003-2612-9470","observed_orcids":["https://orcid.org/0000-0003-2612-9470"]},"institutions":[{"id":"https://openalex.org/I4210093092","display_name":"Monash Alfred Psychiatry Research centre","ror":"https://ror.org/01e310919","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210093092"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"R. Cash","raw_affiliation_strings":["Monash Alfred Psychiatry Research Centre, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash Alfred Psychiatry Research Centre, Melbourne, Australia","institution_ids":["https://openalex.org/I4210093092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076995446","display_name":"Luca Cocchi","orcid":"https://orcid.org/0000-0003-3651-2676","observed_orcids":["https://orcid.org/0000-0003-3651-2676"]},"institutions":[{"id":"https://openalex.org/I217937681","display_name":"QIMR Berghofer Medical Research Institute","ror":"https://ror.org/004y8wk30","country_code":"AU","type":"facility","lineage":["https://openalex.org/I217937681"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"L. Cocchi","raw_affiliation_strings":["Clinical Brain Networks group, QIMR Berghofer, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Brain Networks group, QIMR Berghofer, Brisbane, Australia","institution_ids":["https://openalex.org/I217937681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101548426","display_name":"Robyn Anderson","orcid":"https://orcid.org/0000-0001-6843-4217","observed_orcids":["https://orcid.org/0000-0001-6843-4217"]},"institutions":[{"id":"https://openalex.org/I4210093092","display_name":"Monash Alfred Psychiatry Research centre","ror":"https://ror.org/01e310919","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210093092"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"R. Anderson","raw_affiliation_strings":["Monash Alfred Psychiatry Research Centre, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash Alfred Psychiatry Research Centre, Melbourne, Australia","institution_ids":["https://openalex.org/I4210093092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086280642","display_name":"Anton Rogachov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799337515","display_name":"Toronto Western Hospital","ror":"https://ror.org/03qv8yq19","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799337515"]},{"id":"https://openalex.org/I4388446386","display_name":"Krembil Research Institute","ror":"https://ror.org/01f6jys10","country_code":"CA","type":"facility","lineage":["https://openalex.org/I1325899441","https://openalex.org/I2799337515","https://openalex.org/I4388446386"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Rogachov","raw_affiliation_strings":["Division of Brain, Imaging and Behaviour \u2013 Systems Neuroscience, Krembil Research Institute, Toronto Western Hospital, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Brain, Imaging and Behaviour \u2013 Systems Neuroscience, Krembil Research Institute, Toronto Western Hospital, Toronto, ON, Canada","institution_ids":["https://openalex.org/I2799337515","https://openalex.org/I4388446386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053860294","display_name":"Aaron Kucyi","orcid":"https://orcid.org/0000-0001-6707-0028","observed_orcids":["https://orcid.org/0000-0001-6707-0028"]},"institutions":[{"id":"https://openalex.org/I4210137306","display_name":"Stanford Medicine","ror":"https://ror.org/03mtd9a03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]},{"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":false,"raw_author_name":"A. Kucyi","raw_affiliation_strings":["Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, USA","institution_ids":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081619700","display_name":"Alexander J. Barnett","orcid":"https://orcid.org/0000-0001-5891-7880","observed_orcids":["https://orcid.org/0000-0001-5891-7880"]},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Barnett","raw_affiliation_strings":["Center for Neuroscience, UC Davis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neuroscience, UC Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031170774","display_name":"Andrew Zalesky","orcid":"https://orcid.org/0000-0003-2298-9908","observed_orcids":["https://orcid.org/0000-0003-2298-9908"]},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. Zalesky","raw_affiliation_strings":["Melbourne Neuropsychiatry Centre & Department of Biomedical Engineering, The University of Melbourne, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne Neuropsychiatry Centre & Department of Biomedical Engineering, The University of Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083159520","display_name":"Paul Bernard Fitzgerald","orcid":"https://orcid.org/0000-0003-4217-8096","observed_orcids":["https://orcid.org/0000-0003-4217-8096"]},"institutions":[{"id":"https://openalex.org/I2799990285","display_name":"Epworth Hospital","ror":"https://ror.org/02ett6548","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799990285"]},{"id":"https://openalex.org/I4210093092","display_name":"Monash Alfred Psychiatry Research centre","ror":"https://ror.org/01e310919","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210093092"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"P. Fitzgerald","raw_affiliation_strings":["Epworth Healthcare, The Epworth Clinic, Camberwell, Victoria, Australia","Monash Alfred Psychiatry Research Centre, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Epworth Healthcare, The Epworth Clinic, Camberwell, Victoria, Australia","institution_ids":["https://openalex.org/I2799990285"]},{"raw_affiliation_string":"Monash Alfred Psychiatry Research Centre, Melbourne, Australia","institution_ids":["https://openalex.org/I4210093092"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03191379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"2","first_page":"477","last_page":"477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10614","display_name":"Transcranial Magnetic Stimulation Studies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T11071","display_name":"Treatment of Major Depression","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology (medical)"},"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":0.0038999998942017555,"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/major-depressive-disorder","display_name":"major depressive disorder","score":0.8370000123977661},{"id":"https://openalex.org/keywords/repetitive-transcranial-magnetic-stimulation","display_name":"repetitive transcranial magnetic stimulation","score":0.9639999866485596},{"id":"https://openalex.org/keywords/treatment-resistant-depression","display_name":"treatment-resistant depression","score":0.746999979019165},{"id":"https://openalex.org/keywords/treatment-response-prediction","display_name":"treatment response prediction","score":0.7409999966621399},{"id":"https://openalex.org/keywords/dorsolateral-prefrontal-cortex","display_name":"dorsolateral prefrontal cortex","score":0.8840000033378601},{"id":"https://openalex.org/keywords/resting-state-functional-connectivity","display_name":"resting-state functional connectivity","score":0.7990000247955322},{"id":"https://openalex.org/keywords/default-mode-network","display_name":"default mode network","score":0.8029999732971191},{"id":"https://openalex.org/keywords/caudate-nucleus","display_name":"caudate nucleus","score":0.8960000276565552},{"id":"https://openalex.org/keywords/thalamus","display_name":"thalamus","score":0.9810000061988831},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.574999988079071},{"id":"https://openalex.org/keywords/individualized-treatment-response","display_name":"individualized treatment response","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.6979620456695557},{"id":"https://openalex.org/C2780508717","wikidata":"https://www.wikidata.org/wiki/Q72788","display_name":"Dorsolateral prefrontal cortex","level":4,"score":0.6710907220840454},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6495187282562256},{"id":"https://openalex.org/C2778581513","wikidata":"https://www.wikidata.org/wiki/Q263962","display_name":"Transcranial magnetic stimulation","level":3,"score":0.6453384160995483},{"id":"https://openalex.org/C2781195155","wikidata":"https://www.wikidata.org/wiki/Q18680","display_name":"Prefrontal cortex","level":3,"score":0.541122317314148},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.5319243669509888},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5127187967300415},{"id":"https://openalex.org/C141516989","wikidata":"https://www.wikidata.org/wiki/Q1182555","display_name":"Default mode network","level":3,"score":0.5079939961433411},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.4957314431667328},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.460651159286499},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4025246798992157},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.3687628507614136},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.21174979209899902},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.brs.2018.12.556","doi":"https://doi.org/10.1016/j.brs.2018.12.556","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.brs.2018.12.556","pdf_url":null,"source":{"id":"https://openalex.org/S177350161","display_name":"Brain stimulation","issn_l":"1876-4754","issn":["1876-4754","1935-861X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-1","medline","norway-1","oarl","poland-140","vabb-shw"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Stimulation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:535ef26f767944d8ae6ac56463b0d2bd","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/535ef26f767944d8ae6ac56463b0d2bd","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,"listed_in":[],"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":"Brain Stimulation, Vol 12, Iss 2, Pp 477- (2019)","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2964175815","https://openalex.org/W2754929433","https://openalex.org/W4281682402","https://openalex.org/W4321792481","https://openalex.org/W3163347207","https://openalex.org/W2800559585","https://openalex.org/W4280632911","https://openalex.org/W4200235829","https://openalex.org/W1932597945","https://openalex.org/W2127958931"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-02-21T00:00:00"}