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Author

J. Youngstrom

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Open access Aug 2026

Data diversity vs. model complexity in the prediction of pediatric bipolar disorder: Evidence from academic and community clinical samples.

Pediatric bipolar disorder is challenging to diagnose accurately due to symptom heterogeneity. More standardized and data-driven approaches are needed to enhance diagnostic reliability. We evaluated a clinical decision tool (nomogram), statistical methods (logistic regression, LASSO), machine learning (support vector m...

Zhuoyu Shi, Eric A. Youngstrom, Yinuo Liu et al. · 0 citations
Aug 2026

Symptoms of cognitive disengagement syndrome in youth diagnosed with ADHD, mood disorders, and comorbid presentations.

Cognitive Disengagement Syndrome (CDS) is characterized by symptoms such as daydreaming, slowed behavior, and mental confusion, but remains understudied outside of ADHD populations. CDS has recently emerged as a potential transdiagnostic construct, yet most investigations have been limited to ADHD samples. To further c...

E. Choplin, Casey D. Calhoun, J. Youngstrom et al. · 0 citations

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