A machine learning approach for differentiating bipolar disorder type II and borderline personality disorder using electroencephalography and cognitive abnormalities

• Mohammad-Javad Nazari,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Software, Validation, Writing – original draft

  Affiliation Computer Science and Mathematics Department, Amirkabir University of Technology, Tehran, Iran

  https://orcid.org/0000-0001-6842-3657

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• Mohammadreza Shalbafan,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  Affiliations Department of Psychiatry, Psychosocial Health Research Institute (PHRI), Mental Health Research Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran, Institute for Cognitive Sciences Studies, Brain and Cognition Clinic, Tehran, Iran

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• Negin Eissazade,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Student Research Committee, School of Medicine, Iran University of Medical Sciences, Tehran, Iran

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• Elham Khalilian,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Psychiatry, Tehran University of Medical Sciences, Tehran, Iran

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• Zahra Vahabi,

  Roles Data curation, Formal analysis

  Affiliation Neuropsychiatry Department, Tehran University of Medical Sciences, Tehran, Iran

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• Neda Masjedi,

  Roles Data curation

  Affiliation Department of Psychiatry, Tehran University of Medical Sciences, Tehran, Iran

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• Saeed Shiry Ghidary,

  Roles Writing – review & editing

  Affiliation Computer Science and Mathematics Department, Amirkabir University of Technology, Tehran, Iran

  https://orcid.org/0000-0002-9019-3947

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• Mozafar Saadat ,

  Roles Writing – review & editing

  * E-mail: m.saadat@bham.ac.uk

  Affiliation Department of Mechanical Engineering, School of Engineering, University of Birmingham, Birmingham, United Kingdom

  https://orcid.org/0000-0002-6622-4715

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• Seyed-Ali Sadegh-Zadeh

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Computing, Staffordshire University, Stoke-on-Trent, United Kingdom

  https://orcid.org/0000-0001-6197-3410

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