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Author

Adrian Aguilera

2 papers indexed here

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Open access Sep 2026

Personalizing digital mental health: a micro-randomized trial analysis of cognitive behavioral therapy/dialectical behavioral therapy text messages to improve mood

Abstract Purpose Digital mental health interventions could improve population health. However, our understanding of how to improve their effectiveness through personalization is limited. We describe the outcomes of a micro-randomized trial (MRT) of a 60-day text messaging program, delivered during the final stages of t...

Caroline A. Figueroa, Jing Xu, Marvyn R. Arévalo Avalos et al. · 0 citations
Open access Oct 2026

Limited utility of consumer wearable APIs for predicting substance use and craving, despite model personalization

We explored the feasibility of predicting, using individually-tailored artificial intelligence (AI) models, substance use and craving from Fitbit data collected in free-living conditions. Most substances examined acutely raise heart rate, and craving is known to often involve autonomic arousal. Because heart rate res...

Ali Kargarandehkordi, Agnik Banerjee, Yi-Nan Sun et al. · 0 citations

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