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March 3, 2026
Open Access
Differentiating adolescents with severe internalizing symptoms using a brief computerized cognitive task: a LASSO regression approach
XF
Xiwang Fan
YW
Yizhen Wu
XW
Xinran Wang
Tongji University
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Puntos clave
Internalizing symptoms were effectively differentiated through a brief computerized cognitive task, highlighting significant behavioral markers.
Findings indicate a performance metric from the cognitive task that provides insight into underlying internalizing symptoms in adolescents.
Analysis utilized the LASSO regression approach to assess relationships between task performance and symptom severity in a youth demographic.
Results may support enhanced diagnostic strategies in mental health, emphasizing the role of cognitive assessment tools for adolescents.
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Cite This Study
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Fan et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75d3cc6e9836116a26ee9
https://doi.org/https://doi.org/10.1186/s12888-026-07792-w
Differentiating adolescents with severe internalizing symptoms using a brief computerized cognitive task: a LASSO regression approach | Synapse