{"id":"https://openalex.org/W4313200149","doi":"https://doi.org/10.1080/21681163.2022.2161415","title":"Diagnosis of borderline personality disorder based on Cyberball social exclusion task and resting-state fMRI: using machine learning approach as an auxiliary tool","display_name":"Diagnosis of borderline personality disorder based on Cyberball social exclusion task and resting-state fMRI: using machine learning approach as an auxiliary tool","publication_year":2022,"publication_date":"2022-12-25","ids":{"openalex":"https://openalex.org/W4313200149","doi":"https://doi.org/10.1080/21681163.2022.2161415"},"language":"en","primary_location":{"id":"doi:10.1080/21681163.2022.2161415","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2022.2161415","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"},"type":"article","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/A5101872631","display_name":"Samira Jafari","orcid":"https://orcid.org/0000-0003-2874-0417"},"institutions":[{"id":"https://openalex.org/I39642139","display_name":"Kermanshah University of Medical Sciences","ror":"https://ror.org/05vspf741","country_code":"IR","type":"education","lineage":["https://openalex.org/I39642139"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Samira Jafari","raw_affiliation_strings":["Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran","institution_ids":["https://openalex.org/I39642139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051478260","display_name":"Afshin Almasi","orcid":"https://orcid.org/0000-0001-7698-9087"},"institutions":[{"id":"https://openalex.org/I39642139","display_name":"Kermanshah University of Medical Sciences","ror":"https://ror.org/05vspf741","country_code":"IR","type":"education","lineage":["https://openalex.org/I39642139"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Afshin Almasi","raw_affiliation_strings":["Clinical Research Development Center, Imam Khomeini and Mohammad Kermanshahi and Farabi Hospitals, Kermanshah University of Medical Sciences, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Clinical Research Development Center, Imam Khomeini and Mohammad Kermanshahi and Farabi Hospitals, Kermanshah University of Medical Sciences, Kermanshah, Iran","institution_ids":["https://openalex.org/I39642139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048752318","display_name":"Hamid Sharini","orcid":"https://orcid.org/0000-0002-3375-2546"},"institutions":[{"id":"https://openalex.org/I39642139","display_name":"Kermanshah University of Medical Sciences","ror":"https://ror.org/05vspf741","country_code":"IR","type":"education","lineage":["https://openalex.org/I39642139"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamid Sharini","raw_affiliation_strings":["Department of Biomedical Engineering, Faculty of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran","institution_ids":["https://openalex.org/I39642139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044772954","display_name":"Sajad Heydari","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sajad Heydari","raw_affiliation_strings":["Industrial and systems engineering faculty, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Industrial and systems engineering faculty, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010745136","display_name":"Nader Salari","orcid":"https://orcid.org/0000-0003-3550-405X"},"institutions":[{"id":"https://openalex.org/I39642139","display_name":"Kermanshah University of Medical Sciences","ror":"https://ror.org/05vspf741","country_code":"IR","type":"education","lineage":["https://openalex.org/I39642139"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nader Salari","raw_affiliation_strings":["Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran","Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran","institution_ids":["https://openalex.org/I39642139"]},{"raw_affiliation_string":"Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran","institution_ids":["https://openalex.org/I39642139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051478260"],"corresponding_institution_ids":["https://openalex.org/I39642139"],"apc_list":null,"apc_paid":null,"fwci":0.7631,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74457434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":"4","first_page":"1567","last_page":"1577"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9998000264167786,"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":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/borderline-personality-disorder","display_name":"Borderline personality disorder","score":0.846789538860321},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6095765829086304},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6060358285903931},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5108739733695984},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.497055321931839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49135056138038635},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.4517121911048889},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4300592243671417},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.39969632029533386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2225475013256073},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12270265817642212}],"concepts":[{"id":"https://openalex.org/C2780600973","wikidata":"https://www.wikidata.org/wiki/Q2712836","display_name":"Borderline personality disorder","level":2,"score":0.846789538860321},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6095765829086304},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6060358285903931},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5108739733695984},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.497055321931839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49135056138038635},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.4517121911048889},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4300592243671417},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.39969632029533386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2225475013256073},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12270265817642212},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/21681163.2022.2161415","is_oa":false,"landing_page_url":"https://doi.org/10.1080/21681163.2022.2161415","pdf_url":null,"source":{"id":"https://openalex.org/S2764763012","display_name":"Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization","issn_l":"2168-1163","issn":["2168-1163","2168-1171"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1992419399","https://openalex.org/W2000594564","https://openalex.org/W2003739479","https://openalex.org/W2016481459","https://openalex.org/W2051222601","https://openalex.org/W2057550180","https://openalex.org/W2096890573","https://openalex.org/W2140049038","https://openalex.org/W2169264770","https://openalex.org/W2184526647","https://openalex.org/W2502541374","https://openalex.org/W2512625237","https://openalex.org/W2760301964","https://openalex.org/W2899284333","https://openalex.org/W2944747977","https://openalex.org/W2971995445","https://openalex.org/W2981184913","https://openalex.org/W2997212488","https://openalex.org/W2997272625","https://openalex.org/W3021722411","https://openalex.org/W3040878146","https://openalex.org/W3041626911","https://openalex.org/W3091951379","https://openalex.org/W3095371498","https://openalex.org/W3102927640","https://openalex.org/W3108581282","https://openalex.org/W3108970646","https://openalex.org/W3148181069","https://openalex.org/W3150251984","https://openalex.org/W3163326660","https://openalex.org/W3170304204","https://openalex.org/W4206192975","https://openalex.org/W4220726338"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2601707947","https://openalex.org/W4306674287","https://openalex.org/W3095983064","https://openalex.org/W2994342817","https://openalex.org/W2002358193","https://openalex.org/W2883544214","https://openalex.org/W2281380552","https://openalex.org/W2305469021","https://openalex.org/W2170199315"],"abstract_inverted_index":{"To":[0],"diagnose":[1,60,187],"patients":[2,118],"with":[3,119,179,189],"borderline":[4],"personality":[5],"disorder":[6],"(BPD)":[7],"based":[8,79],"on":[9,80],"Cyberball":[10],"social":[11,36],"exclusion":[12],"task":[13],"and":[14,39,51,73,96,103,125,130,162,196],"resting-state":[15],"functional":[16],"magnetic":[17],"resonance":[18],"imaging":[19],"(fMRI)":[20],"using":[21],"machine":[22,147],"learning":[23,40,148],"approach.":[24],"In":[25,62],"the":[26,29,46,74,89,111,115,126,139,143,146,152,169,172],"current":[27],"study,":[28,64,153],"researchers":[30],"used":[31,58,69,150],"fMRI":[32,55,197],"images":[33],"to":[34,59,70,142,158],"examine":[35],"brain":[37],"function":[38],"in":[41,151,168],"BPD.":[42,61,120],"Thirty-six":[43],"participants":[44],"completed":[45],"\u2018Cyberball\u2019":[47],"task.":[48],"Data":[49],"questionnaire":[50,194],"features":[52,85,137,164],"extracted":[53],"from":[54],"data":[56],"were":[57,68,98,101,133],"this":[63],"three":[65],"statistical":[66],"models":[67,149],"diagnosing":[71],"BPD,":[72],"best":[75,112],"model":[76,113],"was":[77,110],"introduced":[78],"appropriate":[81],"criteria.":[82],"Also,":[83,171],"important":[84,136,163],"are":[86],"identified":[87,167],"by":[88,138],"models.":[90,140,170],"Totally,":[91],"20":[92],"people":[93],"had":[94],"BPD":[95,175,188],"16":[97],"healthy.":[99],"83.3%":[100],"women":[102],"16.7%":[104],"men.":[105],"Logistic":[106],"Lasso":[107],"Regression":[108],"(LLR)":[109],"for":[114],"diagnosis":[116,173],"of":[117,128,145,174],"Physical":[121],"abuse,":[122],"sexual":[123],"abuse":[124],"use":[127],"antidepressants":[129],"antipsychotic":[131],"drugs":[132],"selected":[134],"as":[135],"Due":[141],"structure":[144],"there":[154],"is":[155],"no":[156],"need":[157],"feature":[159],"selection":[160],"stage":[161],"can":[165,186],"be":[166],"has":[176],"been":[177],"done":[178],"high":[180],"accuracy,":[181],"so":[182],"that":[183],"clinical":[184],"physicians":[185],"all":[190],"available":[191],"information,":[192],"including":[193],"information":[195],"data.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}