Deep learning approach for automatic assessment of schizophrenia and bipolar disorder in patients using R-R intervals

• Kamil Książek ,

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

  * E-mail: kamil.ksiazek@uj.edu.pl

  Affiliation Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland

  https://orcid.org/0000-0002-0201-6220

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• Wilhelm Masarczyk,

  Roles Conceptualization, Methodology, Resources, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychiatry, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Tarnowskie Góry, Poland

  https://orcid.org/0000-0001-9516-0709

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• Przemysław Głomb,

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

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• Michał Romaszewski,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

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• Krisztián Buza,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliations Faculty of Finance and Accountancy, Budapest University of Economics and Business, Budapest, Hungary, BioIntelligence Group, Department of Mathematics-Informatics, Sapientia Hungarian University of Transylvania, Targu Mures, Romania

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• Przemysław Sekuła,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

  https://orcid.org/0000-0002-4599-1077

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• Michał Cholewa,

  Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

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• Katarzyna Kołodziej,

  Roles Writing – original draft, Writing – review & editing

  Affiliation Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Gliwice, Poland

  https://orcid.org/0000-0002-2329-107X

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• Piotr Gorczyca,

  Roles Project administration, Resources

  Affiliation Department of Psychiatry, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Tarnowskie Góry, Poland

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• Magdalena Piegza

  Roles Conceptualization, Project administration, Resources, Supervision

  Affiliation Department of Psychiatry, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Tarnowskie Góry, Poland

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