First-onset major depression during the COVID-19 pandemic: A predictive machine learning model

D Caldirola, S Daccò, F Cuniberti, M Grassi… - Journal of Affective …, 2022 - Elsevier
Background This study longitudinally evaluated first-onset major depression rates during the
pandemic in Italian adults without any current clinician-diagnosed psychiatric disorder and …

Predicting new-onset psychiatric disorders throughout the COVID-19 pandemic: a machine learning approach

D Caldirola, F Cuniberti, S Dacco… - The Journal of …, 2022 - Am Neuropsych Assoc
Objective: The investigators estimated new-onset psychiatric disorders (PsyDs) throughout
the COVID-19 pandemic in Italian adults without preexisting PsyDs and developed a …

Depressive symptoms among adults in 2018–2019 and during the 2020 COVID-19 pandemic in Italy

A Gigantesco, V Minardi, B Contoli… - Journal of affective …, 2022 - Elsevier
Abstract Background Restrictions due to Coronavirus disease 2019 (COVID-19) has
produced a large number of effects on mental health, which are expected to endure over …

Predicting psychological distress during the COVID-19 pandemic: do socioeconomic factors matter?

NZ Bakkeli - Social Science Computer Review, 2023 - journals.sagepub.com
Background and purpose: The COVID-19 pandemic has posed considerable challenges to
people's mental health, and the prevalence of anxiety and depression increased …

Dissecting the association between long COVID and depressive symptoms in a nationally representative population from France

S Tebeka, J Coste, TT Makovski, C Alleaume… - Journal of …, 2024 - Elsevier
Objective Depressive symptoms may overlap with those of long COVID. This cross-sectional
study aims to compare the prevalence of depressive symptoms among individuals infected …

Italians on the age of COVID-19: the self-reported depressive symptoms through web-based survey

M Balsamo, L Carlucci - Frontiers in psychology, 2020 - frontiersin.org
The pandemic of coronavirus disease 2019 (COVID-19) has affected the Italian community.
The widespread use of quarantine had the desired impact of controlling the epidemic …

Expected effects of COVID-19 outbreak on depression incidence in Italy

C Mencacci, V Salvi - Journal of Affective Disorders, 2020 - pmc.ncbi.nlm.nih.gov
The COVID-19 outbreak is increasing the incidence of anxiety and depressive symptoms in
the general population. Since its start in Europe in late February, we are stepping through …

Machine learning models predict the emergence of depression in Argentinean college students during periods of COVID-19 quarantine

LC López Steinmetz, M Sison… - Frontiers in …, 2024 - frontiersin.org
Introduction The COVID-19 pandemic has exacerbated mental health challenges,
particularly depression among college students. Detecting at-risk students early is crucial …

SARS-CoV-2 infection and the risk of depressive symptoms: a retrospective longitudinal study from the population-based CONSTANCES cohort

B Pignon, E Wiernik, B Ranque, O Robineau… - Psychological …, 2024 - cambridge.org
BackgroundShould COVID-19 have a direct impact on the risk of depression, it would
suggest specific pathways for prevention and treatment. In this retrospective population …

The COVID-19 pandemic in Italy: depressive symptoms immediately before and after the first lockdown

E Medda, V Toccaceli, A Gigantesco, A Picardi… - Journal of affective …, 2022 - Elsevier
Background Italy was one of the first countries to be heavily hit by the spread of the new
Coronavirus. Longitudinal studies are needed to investigate the real effect of COVID-19 on …