28 citations · 42 across the 3 of their papers we have counts for
4 papers
Deriving information from missing data: implications for mood prediction
Yue Wu, Terry J. Lyons, Kate E. A. Saunders
The availability of mobile technologies has enabled the efficient collection prospective longitudinal, ecologically valid self-reported mood data from psychiatric patients. These d…
Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers
Oliver Carr, Fernando Andreotti, Kate E. A. Saunders +3
Current management of bipolar disorder relies on self-reported questionnaires and interviews with clinicians. The development of objective measures of deteriorating mood may also a…
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model
Andrey Kormilitzin, Kate E. A. Saunders, Paul J. Harrison +2
Recurrent major mood episodes and subsyndromal mood instability cause substantial disability in patients with bipolar disorder. Early identification of mood episodes enabling timel…
Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial
A. B. Kormilitzin, K. E. A. Saunders, P. J. Harrison +2
The classification procedure of streaming data usually requires various ad hoc methods or particular heuristic models. We explore a novel non-parametric and systematic approach to…