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Mental health prior to and during the COVID-19 pandemic in individuals with bipolar disorder: Insights from prospective longitudinal data
(2022-03)
Many studies have examined the impact of COVID-19 on the mental health of the public, but few have focused on individuals with existing severe mental illness with longitudinal data before and during the pandemic. Aims: To ...
Psychosocial markers of age at onset in bipolar disorder: a machine learning approach
(2022-07)
Bipolar disorder is a chronic and severe mental health disorder. Early stratification of individuals into subgroups based on age at onset (AAO) has the potential to inform diagnosis and early intervention. Yet, the ...
An Overview of Sleep and Circadian Rhythms in Bipolar Disorder
(2022-03)
Since the conception of bipolar disorder (BD) as a psychiatric condition, sleep and circadian rhythm disruptions have been cardinal symptoms of the disorder. Current nosologies recognise this and such disruptions form part ...
Characterizing Affective Variability in Bipolar Disorder and Borderline Personality Disorder, and the Effects of Lithium, Using a Generative Model of Affect
(2022-02)
The affective variability of Bipolar Disorder (BD) is thought to qualitatively differ from that of Borderline Personality Disorder (BPD), with changes in affect persisting for longer in BD. However, quantitative studies ...
Identifying psychiatric diagnosis from missing mood data through the use of log-signature features
(2022-11)
The availability of mobile technologies has enabled the efficient collection of prospective longitudinal, ecologically valid self-reported clinical questionnaires from people with psychiatric diagnoses. These data streams ...