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Machine Learning Falls Short in Personalizing School-Based Mindfulness for Adolescent Depression Prevention: MYRIAD Trial Insights
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Machine Learning Falls Short in Personalizing School-Based Mindfulness for Adolescent Depression Prevention: MYRIAD Trial Insights

By MedXY|Apr 13, 2026

Secondary analysis of the MYRIAD trial reveals that while machine learning models can identify adolescents who may benefit from school-based mindfulness training, the clinical relevance of such predictions remains minimal. Both causal fores

Universal School-Based Mindfulness Fails to Outperform Standard Care for Adolescent Mental Health: Insights from the MYRIAD Trial
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Universal School-Based Mindfulness Fails to Outperform Standard Care for Adolescent Mental Health: Insights from the MYRIAD Trial

By MedXY|Feb 19, 2026

A large-scale analysis of the MYRIAD trial indicates that universal school-based mindfulness training does not superiorly reduce depression risk in adolescents. While machine learning identified certain potential responders, the clinical be

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