ArticleProceedings of the ... American Control Conference. American Control Conference2011
A Control Engineering Approach for Designing an Optimized Treatment Plan for Fibromyalgia.
Article in Proceedings of the ... American Control Conference. American Control Conference, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed.
- A dynamical systems approach to understanding self-regulation in smoking cessation behavior change.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2014Trial
- Exploring behavioral markers of long-term physical activity maintenance: a case study of system identification modeling within a behavioral intervention.Health education & behavior : the official publication of the Society for Public Health Education · 2013Trial
- Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions.IEEE transactions on control systems technology : a publication of the IEEE Control Systems Society · 2020Article
- Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research.Translational behavioral medicine · 2015Article
- Optimized Treatment of Fibromyalgia Using System Identification and Hybrid Model Predictive Control.Control engineering practice · 2014Article
- A control systems engineering approach for adaptive behavioral interventions: illustration with a fibromyalgia intervention.Translational behavioral medicine · 2014Article
- Hybrid Model Predictive Control for Sequential Decision Policies in Adaptive Behavioral Interventions.Proceedings of the ... American Control Conference. American Control Conference · 2014Article
- A personalized and control systems engineering conceptual approach to target childhood anxiety in the contexts of cultural diversity.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53 · 2014Article
- Continuous-Time System Identification of a Smoking Cessation Intervention.International journal of control · 2014Article
- Identification of Affine Linear Parameter Varying Models for Adaptive Interventions in Fibromyalgia Treatment.Proceedings of the ... American Control Conference. American Control Conference · 2013Article
- Hybrid Model Predictive Control for Optimizing Gestational Weight Gain Behavioral Interventions.Proceedings of the ... American Control Conference. American Control Conference · 2013Article
- Optimal Input Signal Design for Data-Centric Estimation Methods.Proceedings of the ... American Control Conference. American Control Conference · 2013Article
- A Control Engineering Approach for Designing an Optimized Treatment Plan for Fibromyalgia.Proceedings of the ... American Control Conference. American Control Conference · 2011Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Control engineering offers a systematic and efficient means for optimizing the effectiveness of behavioral interventions. In this paper, we present an approach to develop dynamical models and subsequently, hybrid model predictive control schemes for assigning optimal dosages of naltrexone as treatment for a chronic pain condition known as fibromyalgia. We apply system identification techniques to develop models from daily diary reports completed by participants of a naltrexone intervention trial. The dynamic model serves as the basis for applying model predictive control as a decision algorithm for automated dosage selection of naltrexone in the face of the external disturbances. The categorical/discrete nature of the dosage assignment creates a need for hybrid model predictive control (HMPC) schemes. Simulation results that include conditions of significant plant-model mismatch demonstrate the performance and applicability of hybrid predictive control for optimized adaptive interventions for fibromyalgia treatment involving naltrexone.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.