The challenges and prospects of brain-based prediction of behaviour

J Wu, J Li, SB Eickhoff, D Scheinost… - Nature human …, 2023 - nature.com
Relating individual brain patterns to behaviour is fundamental in system neuroscience.
Recently, the predictive modelling approach has become increasingly popular, largely due …

Depression and anxiety during the COVID-19 pandemic: epidemiology, mechanism, and treatment

C Zhu, T Zhang, Q Li, X Chen, K Wang - Neuroscience Bulletin, 2023 - Springer
Abstract The Coronavirus Disease 2019 (COVID-19) pandemic has had an adverse impact
on the physical and mental health of the public worldwide. In addition to illness in patients …

Results of the COVID-19 mental health international for the general population (COMET-G) study

KN Fountoulakis, G Karakatsoulis, S Abraham… - European …, 2022 - Elsevier
Introduction There are few published empirical data on the effects of COVID‐19 on mental
health, and until now, there is no large international study. Material and methods During the …

Post-traumatic stress symptoms in COVID-19 survivors: a self-report and brain imaging follow-up study

Y Tu, Y Zhang, Y Li, Q Zhao, Y Bi, X Lu, Y Kong… - Molecular …, 2021 - nature.com
Previous coronavirus pandemics were associated elevated post-traumatic stress symptoms
(PTSS), but the self-report and neurological basis of PTSS in patients who survived …

[HTML][HTML] COVID‐19 vicarious traumatization links functional connectome to general distress

X Suo, C Zuo, H Lan, N Pan, X Zhang, GJ Kemp… - Neuroimage, 2022 - Elsevier
As characterized by repeated exposure of others' trauma, vicarious traumatization is a
common negative psychological reaction during the COVID-19 pandemic and plays a …

Artificial intelligence in mental health: Innovations brought by artificial intelligence techniques in stress detection and interventions of building resilience

F Liu, Q Ju, Q Zheng, Y Peng - Current Opinion in Behavioral Sciences, 2024 - Elsevier
Highlights•AI enables early detection and large-scale monitoring of stress-related
issues.•LLM improves stress detection using advanced natural language processing …

Results of the COVID-19 mental health international for the health professionals (COMET-HP) study: depression, suicidal tendencies and conspiracism

K N. Fountoulakis, G N. Karakatsoulis… - Social psychiatry and …, 2023 - Springer
Introduction The current study aimed to investigate the rates of anxiety, clinical depression,
and suicidality and their changes in health professionals during the COVID-19 outbreak …

The effect of different degrees of lockdown and self-identified gender on anxiety, depression and suicidality during the COVID-19 pandemic: Data from the …

KN Fountoulakis, GN Karakatsoulis, S Abraham… - Psychiatry …, 2022 - Elsevier
Introduction During the COVID-19 pandemic various degrees of lockdown were applied by
countries around the world. It is considered that such measures have an adverse effect on …

Adolescent functional network connectivity prospectively predicts adult anxiety symptoms related to perceived COVID‐19 economic adversity

FA Hardi, LG Goetschius, V McLoyd… - Journal of Child …, 2023 - Wiley Online Library
Background Stressful events, such as the COVID‐19 pandemic, are major contributors to
anxiety and depression, but only a subset of individuals develop psychopathology. In a …

Pre-COVID brain functional connectome features prospectively predict emergence of distress symptoms after onset of the COVID-19 pandemic

N Pan, K Qin, Y Yu, Y Long, X Zhang, M He… - Psychological …, 2023 - cambridge.org
BackgroundPersistent psychological distress associated with the coronavirus disease 2019
(COVID-19) pandemic has been well documented. This study aimed to identify pre-COVID …