Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews

no code implementations • 8 Aug 2020 • Bo Wang, Yue Wu, Niall Taylor, Terry Lyons, Maria Liakata, Alejo J Nevado-Holgado, Kate E. A. Saunders

Bipolar disorder (BD) and borderline personality disorder (BPD) are both chronic psychiatric disorders.

Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers

1 code implementation • 4 Jul 2020 • Oliver Carr, Fernando Andreotti, Kate E. A. Saunders, Niclas Palmius, Guy M. Goodwin, Maarten De Vos

The objective of this study was to use acceleration data recorded from smartphones to predict levels of depression in a population of participants diagnosed with bipolar disorder.

Management

Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model

no code implementations • 3 Aug 2017 • Andrey Kormilitzin, Kate E. A. Saunders, Paul J. Harrison, John R. Geddes, Terry Lyons

Recurrent major mood episodes and subsyndromal mood instability cause substantial disability in patients with bipolar disorder.

Time Series Time Series Analysis