irritability sum of parent rated affective reactivity index

mean age=14.01 years standard deviation=1.89

Automated voice biomarkers for depression symptoms using an online cross-sectional data collection initiative

can leverage binary classification algorithms
manually set random state of sklearn stratifiedkfold method
elasticnet regularized gradient boosted tree model

Neural function during emotion processing and modulation associated with treatment response in a randomized clinical trial for posttraumatic stress disorder

TR/TE=2000/ 25 ms, flip angle=90°, FOV=220*220 mm, slice thickness=2.8 mm, 0 mm gap, 42

Neurocognitive predictors of self-reported reward responsivity and approach motivation in depression: A data-driven approach

negatively valenced information across multiple units of analysis
dimensional processes across multiple units of analysis
incorporating multiple units of analysis

Serotonin system genes and hoarding with and without other obsessive-compulsive traits in a population-based, pediatric sample: A genetic association study

Positive and negative valence systems in major depression have distinct clinical features, response to antidepressants, and relationships with immunomarkers

index test of model fit comparative fit index
freedom alongitudinal structural equation model
negative valence symptom scores statistic
ifn gamma pearson partial correlation coefficient
il 6 pearson partial correlation coefficient
tnf tumor necrosis factor apearson partial correlation coefficient

Long-term trajectories of anxiety and depression in patients with stable coronary heart disease and risk of subsequent cardiovascular events

n=1109 Trajectory Anxiety Class 1 low stable Class 2 moderate stable Class 3 increasing Class 4 high decreasing Depression Class 1 low stable Class 2 moderate stable Class 3 increasing Class 4

Religion, spirituality, and suicide risk in Iraq and Afghanistan era veterans

Self-injurious thoughts and behaviors that differentiate soldiers who attempt suicide from those with recent suicide ideation