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Latent subtypes of manic and/or irritable episode symptoms in two population-based cohorts.

Ryan ArathimosChiara FabbriEvangelos VassosKatrina Alice Southworth DavisOliver PainAlexandra GillettJonathan R I ColemanKen HanscombeSaskia HagenaarsBradley JermyAnne CorbettClive BallardDag AarslandByron CreeseCathryn M Lewis
Published in: The British journal of psychiatry : the journal of mental science (2022)
Findings suggest that data-driven investigations of psychopathological symptoms that include sub-diagnostic threshold conditions can complement research of clinical diagnoses. Improved classification systems of psychopathology could investigate a weighted approach to symptoms, toward a more dimensional classification of mood disorders.
Keyphrases
  • sleep quality
  • bipolar disorder
  • machine learning
  • deep learning
  • magnetic resonance
  • depressive symptoms
  • physical activity