Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling.

Journal: International journal of medical informatics
PMID: 32305023

Abstract

BACKGROUND: Bipolar disorder (BD) is a chronic illness with a high recurrence rate. Smartphones can be a useful tool for detecting prodromal symptoms of episode recurrence (through real-time monitoring) and providing options for early intervention between outpatient visits.

Authors

  • Anna Z Antosik-Wójcińska
    Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland.
  • Monika Dominiak
    Department of Pharmacology and Physiology of the Nervous System, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland. Electronic address: mdominia@wp.pl.
  • Magdalena Chojnacka
    Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland.
  • Katarzyna Kaczmarek-Majer
    Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland.
  • Karol R Opara
    Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland.
  • Weronika Radziszewska
    Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland.
  • Anna Olwert
    Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447 Warsaw, Poland.
  • Łukasz Święcicki
    Department of Affective Disorders, Institute of Psychiatry and Neurology, Sobieskiego 9, 02-957 Warsaw, Poland.

Keywords

External Resources

Popular Topics
Recent Journals