Major depressive disorder: advances in neuroscience research and translational applications
Z Li, M Ruan, J Chen, Y Fang - Neuroscience bulletin, 2021 - Springer
Major depressive disorder (MDD), also referred to as depression, is one of the most common
psychiatric disorders with a high economic burden. The etiology of depression is still not …
psychiatric disorders with a high economic burden. The etiology of depression is still not …
The normative modeling framework for computational psychiatry
Normative modeling is an emerging and innovative framework for mapping individual
differences at the level of a single subject or observation in relation to a reference model. It …
differences at the level of a single subject or observation in relation to a reference model. It …
Machine learning for brain age prediction: Introduction to methods and clinical applications
The rise of machine learning has unlocked new ways of analysing structural neuroimaging
data, including brain age prediction. In this state-of-the-art review, we provide an …
data, including brain age prediction. In this state-of-the-art review, we provide an …
ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries
This review summarizes the last decade of work by the ENIGMA (E nhancing N euro I
maging G enetics through M eta A nalysis) Consortium, a global alliance of over 1400 …
maging G enetics through M eta A nalysis) Consortium, a global alliance of over 1400 …
Global-local transformer for brain age estimation
Deep learning can provide rapid brain age estimation based on brain magnetic resonance
imaging (MRI). However, most studies use one neural network to extract the global …
imaging (MRI). However, most studies use one neural network to extract the global …
Biological factors influencing depression in later life: role of aging processes and treatment implications
SM Szymkowicz, AR Gerlach, D Homiack… - Translational …, 2023 - nature.com
Late-life depression occurring in older adults is common, recurrent, and malignant. It is
characterized by affective symptoms, but also cognitive decline, medical comorbidity, and …
characterized by affective symptoms, but also cognitive decline, medical comorbidity, and …
[HTML][HTML] Effects of the COVID-19 pandemic on mental health and brain maturation in adolescents: Implications for analyzing longitudinal data
Background The COVID-19 pandemic has caused significant stress and disruption for young
people, likely leading to alterations in their mental health and neurodevelopment. In this …
people, likely leading to alterations in their mental health and neurodevelopment. In this …
[HTML][HTML] Major depression and the biological hallmarks of aging
Major depressive disorder (MDD) is characterized by psychological and physiological
manifestations contributing to the disease severity and outcome. In recent years, several …
manifestations contributing to the disease severity and outcome. In recent years, several …
ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing
A key objective in the field of translational psychiatry over the past few decades has been to
identify the brain correlates of major depressive disorder (MDD). Identifying measurable …
identify the brain correlates of major depressive disorder (MDD). Identifying measurable …