Search Results - "El Mistiri, Mohamed"

Un esquema de decisiones para intervenciones adaptativas comportamentales de actividad física basado en control predictivo por modelo híbrido: ilustración con Just Walk by Cevallos, Daniel, Martín, César A., El Mistiri, Mohamed, Rivera, Daniel E., Hekler, Eric

“…La inactividad física es uno de los principales factores que contribuyen a la morbilidad y la mortalidad en todo el mundo. Muchas intervenciones…”
Get full text

Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach by De La Torre, Steven A., El Mistiri, Mohamed, Hekler, Eric, Klasnja, Predrag, Marlin, Benjamin, Pavel, Misha, Spruijt-Metz, Donna, Rivera, Daniel E.

“…[Display omitted] Digital behavior change interventions (DBCIs) are feasibly effective tools for addressing physical activity. However, in-depth understanding…”
Get full text

Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol by Spruijt-Metz, Donna, Marlin, Benjamin M, Pavel, Misha, Rivera, Daniel E, Hekler, Eric, De La Torre, Steven, El Mistiri, Mohamed, Golaszweski, Natalie M, Li, Cynthia, Braga De Braganca, Rebecca, Tung, Karine, Kha, Rachael, Klasnja, Predrag

“…Recent advances in mobile and wearable technologies have led to new forms of interventions, called "Just-in-Time Adaptive Interventions" (JITAI). JITAIs…”
Get full text

A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control: illustration with Just Walk by Cevallos, Daniel, Martín, César A, Mistiri, Mohamed El, Rivera, Daniel E, Hekler, Eric

“…Physical inactivity is a major contributor to morbidity and mortality worldwide. Many current physical activity behavioral interventions have shown limited…”
Get full text

Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions by Park, Junghwan, Kim, Meelim, El Mistiri, Mohamed, Kha, Rachael, Banerjee, Sarasij, Gotzian, Lisa, Chevance, Guillaume, Rivera, Daniel E, Klasnja, Predrag, Hekler, Eric

“…Just-in-time adaptive interventions (JITAIs) are designed to provide support when individuals are receptive and can respond beneficially to the prompt. The…”
Get full text

System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity by El Mistiri, Mohamed, Khan, Owais, Rivera, Daniel E., Hekler, Eric

“…The application of control systems principles in behavioral medicine includes developing interventions that can be individualized to promote healthy behaviors,…”
Get full text

Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity by El Mistiri, Mohamed, Rivera, Daniel E., Klasnja, Predrag, Park, Junghwan, Hekler, Eric

“…Many individuals fail to engage in sufficient physical activity (PA), despite its well-known health benefits. This paper examines Model Predictive Control…”
Get full text

Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States by Mistiri, Mohamed El, Rivera, Daniel E., Klasnja, Predrag, Park, Junghwan, Hekler, Eric

“…Insufficient physical activity (PA) is commonplace in society, in spite of its significant impact on personal health and well-being. Improved interventions are…”
Get full text

3DoF-KF HMPC: A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems by Khan, Owais, El Mistiri, Mohamed, Banerjee, Sarasij, Hekler, Eric, Rivera, Daniel E.

“…This paper presents the formulation, design procedure, and application of a hybrid model predictive control (HMPC) scheme for hybrid systems that is embedded…”
Get full text

System Identification and Control Systems Engineering Approaches for Optimal and Practical Personalized mHealth Interventions for Physical Activity by El Mistiri, Mohamed

“…Physical inactivity is a major contributor to chronic illnesses and mortality globally. However, most interventions to address it rely on static, aggregate…”
Get full text

A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity by Khan, Owais, El Mistiri, Mohamed, Rivera, Daniel E., Martin, Casar A., Hekler, Eric

“…Hybrid Model Predictive Control (HMPC) is presented as a decision-making tool for novel behavioral interventions to increase physical activity in sedentary…”
Get full text

BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data by Tung, Karine, De La Torre, Steven, Mistiri, Mohamed El, De Braganca, Rebecca Braga, Hekler, Eric, Pavel, Misha, Rivera, Daniel, Klasnja, Pedja, Spruijt-Metz, Donna, Marlin, Benjamin M

“…In this paper we present BayesLDM, a system for Bayesian longitudinal data modeling consisting of a high-level modeling language with specific features for…”
Get full text

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data by Tung, Karine, De La Torre, Steven, El Mistiri, Mohamed, De Braganca, Rebecca Braga, Hekler, Eric, Pavel, Misha, Rivera, Daniel, Klasnja, Pedja, Spruijt-Metz, Donna, Marlin, Benjamin M.

“…In this paper we present BayesLDM, a library for Bayesian longitudinal data modeling consisting of a high-level modeling language with specific features for…”
Get full text