Publications by authors named "Steven Torre"

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Dynamic Modeling and System Identification of User Engagement in mHealth Interventions using a Bayesian Approach for Missing Data Imputation.
Mohamed El Mistiri, Steven De La Torre, Benjamin M Marlin, Misha Pavel, Predrag Klasnja

Control Eng Pract· November 2025

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A dynamic Bayesian network approach to modeling engagement and walking behavior: insights from a yearlong micro-randomized trial ().
Steven A De La Torre, Mohamed El Mistiri, Karine Tung, Eric Hekler, Predrag Klasnja

Health Psychol Behav Med· September 2025

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Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controlled Trial.
Meelim Kim, Shadia Mansour-Assi, Mohamed El Mistiri, Junghwan Park, Sarasij Banerjee, Steven De La Torre

JMIR Res Protoc· August 2025

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Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
Steven A De La Torre, Mohamed El Mistiri, Eric Hekler, Predrag Klasnja, Benjamin Marlin

J Biomed Inform· October 2024

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The frequency of using wearable activity trackers is associated with minutes of moderate to vigorous physical activity among cancer survivors: Analysis of HINTS data.
Steven A De La Torre, Trevor Pickering, Donna Spruijt-Metz, Albert J Farias

Cancer Epidemiol· February 2024

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Survivors' health competence mediates the association between wearable activity tracker use and self-rated health: HINTS analysis.
Steven De La Torre, Donna Spruijt-Metz, Albert J Farias

J Cancer Surviv· December 2022

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BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric Hekler

IEEE Int Conf Connect Health Appl Syst Eng Technol· November 2022

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Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol.
Donna Spruijt-Metz, Benjamin M Marlin, Misha Pavel, Daniel E Rivera, Eric Hekler, Steven De La Torre

Int J Environ Res Public Health· February 2022

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Associations Among Wearable Activity Tracker Use, Exercise Motivation, and Physical Activity in a Cohort of Cancer Survivors: Secondary Data Analysis of the Health Information National Trends Survey.
Steven De La Torre, Donna Spruijt-Metz, Albert J Farias

JMIR Cancer· April 2021

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Rhabdomyolysis-Induced Acute Kidney Injury in Diabetic Emergency: Underdiagnosed and an Important Association to Be Aware of.
Ami Amin, Bhavika Gandhi, Steven Torre, Alireza Amirpour, Jennifer Cheng

Case Rep Med· October 2018

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