Oliver Carr

TL;DR: This study classify short segments of ECG into four classes (AF, normal, other rhythms or noise) as part of the Physionet/Computing in Cardiology Challenge 2017 and compares a state-of-the-art feature-based classifier with a convolutional neural network approach.

TL;DR: BPD is linked more than currently believed with a disorder of diurnal rhythm; in both BPD and BD reducing the variability of sleep phase may be a way to reduce variability of subjective mood.

TL;DR: This work assesses studies of HRV in bipolar disorder and borderline personality disorder against a checklist and discusses the implication for ongoing research in this area.

TL;DR: The findings highlight marked de-synchronisation of measured diurnal function in both bipolar disorder but particularly BPD and suggest an increased association with negative and irritable mood at ultradian frequencies.

TL;DR: A new model using a Dirichlet process prior for splitting individuals into groups, with a Bayesian Lasso model in each group to link behavioral features with mental illness is developed.