Distinct effects of early-stage and late-stage socioeconomic factors on brain and behavioral traits
Socioeconomic status (SES) is a time-varying multidimensional construct with ill-defined dimension-specific and age-specific effects on brain and b…
Tag: Psychology
An umbrella review of health outcomes following traumatic brain injury
While numerous reviews have assessed the association between traumatic brain injury (TBI) and various mental and physical health outcomes, a compre…
Predicting suicide attempts among US Army soldiers using information available at the time of periodic health assessments
The value of population screening for suicide risk remains unclear. The US Army’s annual medical examination, the Periodic Health Assessment (PHA…
A procedural overview of why, when and how to use machine learning for psychiatry
Machine learning (ML) is becoming a tool of choice to analyze high-dimensional datasets pertaining to mental health. Given the rapid integration of…
Compulsivity is linked to suboptimal choice variability but unaltered reinforcement learning under uncertainty
Compulsivity has been associated with variable behavior under uncertainty. However, previous work has not distinguished between two main sources of…
A systematic review of machine learning findings in PTSD and their relationships with theoretical models
In recent years, the application of machine learning (ML) techniques in research on the prediction of post-traumatic stress disorder (PTSD) has inc…
Dynamic effects of psychiatric vulnerability, loneliness and isolation on distress during the first year of the COVID-19 pandemic
The COVID-19 pandemic’s impact on mental health is challenging to quantify because pre-existing risk, disease burden and public policy varied acr…