77 citations · 109 across the 4 of their papers we have counts for
4 papers
Lamotrigine Therapy for Bipolar Depression: Analysis of Self-Reported Patient Data
Antoine Nzeyimana, Kate EA Saunders, John R Geddes +1
Background: Depression in people with bipolar disorder is a major cause of long-term disability, possibly leading to early mortality and currently, limited safe and effective thera…
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…
A signature-based machine learning model for bipolar disorder and borderline personality disorder
Imanol Perez Arribas, Kate Saunders, Guy Goodwin +1
Mobile technologies offer opportunities for higher resolution monitoring of health conditions. This opportunity seems of particular promise in psychiatry where diagnoses often rely…
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…