'Big data'in mental health research: current status and emerging possibilities

R Stewart, K Davis - Social psychiatry and psychiatric epidemiology, 2016 - Springer
Purpose 'Big data'are accumulating in a multitude of domains and offer novel opportunities
for research. The role of these resources in mental health investigations remains relatively …

Mental health challenges of United States healthcare professionals during COVID-19

A Pearman, MKL Hughes, EL Smith… - Frontiers in …, 2020 - frontiersin.org
As COVID-19 continues to impact global society, healthcare professionals (HCPs) are at risk
for a number of negative well-being outcomes due to their role as care providers. The …

Incidence of medically treated depression in Denmark among individuals 15–44 years old: a comprehensive overview based on population registers

KL Musliner, X Liu, C Gasse… - Acta Psychiatrica …, 2019 - Wiley Online Library
Objective Examine the overall incidence of medically treated depression in Denmark among
individuals 15–44 years old, and estimate the 5‐year cumulative incidence of psychiatric …

Association between air pollution exposure and mental health service use among individuals with first presentations of psychotic and mood disorders: retrospective …

JB Newbury, R Stewart, HL Fisher… - The British Journal of …, 2021 - cambridge.org
BackgroundGrowing evidence suggests that air pollution exposure may adversely affect the
brain and increase risk for psychiatric disorders such as schizophrenia and depression …

Clinical state tracking in serious mental illness through computational analysis of speech

AC Arevian, D Bone, N Malandrakis, VR Martinez… - PLoS one, 2020 - journals.plos.org
Individuals with serious mental illness experience changes in their clinical states over time
that are difficult to assess and that result in increased disease burden and care utilization. It …

[HTML][HTML] Trajectories of depression and anxiety symptom change during psychological therapy

R Saunders, JEJ Buckman, J Cape, P Fearon… - Journal of affective …, 2019 - Elsevier
Background Forty-percent of the variance in psychological treatment outcomes is estimated
to be explained by symptom change by the third treatment session. However, change may …

[HTML][HTML] Predicting individual clinical trajectories of depression with generative embedding

S Frässle, AF Marquand, L Schmaal, R Dinga… - NeuroImage: Clinical, 2020 - Elsevier
Patients with major depressive disorder (MDD) show heterogeneous treatment response
and highly variable clinical trajectories: while some patients experience swift recovery …

[HTML][HTML] ADHD in adults with recurrent depression

V Powell, SS Agha, RB Jones, O Eyre… - Journal of affective …, 2021 - Elsevier
Background Depression is highly heterogeneous in its clinical presentation. Those with
attention deficit/hyperactivity disorder (ADHD) may be at risk of a more chronic and impairing …

Trajectories of relapse in randomised, placebo-controlled trials of treatment discontinuation in major depressive disorder: an individual patient-level data meta …

R Gueorguieva, AM Chekroud, JH Krystal - The Lancet Psychiatry, 2017 - thelancet.com
Background Understanding patterns of relapse in patients who respond to antidepressant
treatment can inform strategies for prevention of relapse. We aimed to identify distinct …

Sex similarities and differences in risk factors for recurrence of major depression

HM van Loo, SH Aggen, CO Gardner… - Psychological …, 2018 - cambridge.org
BackgroundMajor depression (MD) occurs about twice as often in women as in men, but it is
unclear whether sex differences subsist after disease onset. This study aims to elucidate …