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

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

School-Based Digital Interventions Show Promise in Reducing Adolescent Anxiety
newsadolescent mental healthCBT

School-Based Digital Interventions Show Promise in Reducing Adolescent Anxiety

By MedXY|Dec 29, 2025

A cluster-randomized trial of the ‘OurFutures Mental Health’ program demonstrates significant short-term reductions in anxiety symptoms among Year 8 and 9 students, highlighting the potential for scalable, digital, trauma-inform

Efficacy of the OurFutures Vaping eHealth Intervention in Preventing Adolescent E-Cigarette Use: Insights from a Landmark Australian Cluster RCT
Clinical Updatescluster RCTe-cigarettes

Efficacy of the OurFutures Vaping eHealth Intervention in Preventing Adolescent E-Cigarette Use: Insights from a Landmark Australian Cluster RCT

By MedXY|Oct 1, 2025

A large Australian cluster RCT demonstrates that a school-based eHealth intervention, OurFutures Vaping, significantly reduces adolescent e-cigarette use by 65% compared to usual health education over 12 months.

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