Cargando…

A Reinforcement Learning–Based Method for Management of Type 1 Diabetes: Exploratory Study

BACKGROUND: Type 1 diabetes mellitus (T1DM) is characterized by chronic insulin deficiency and consequent hyperglycemia. Patients with T1DM require long-term exogenous insulin therapy to regulate blood glucose levels and prevent the long-term complications of the disease. Currently, there are no eff...

Descripción completa

Detalles Bibliográficos
Autores principales:	Oroojeni Mohammad Javad, Mahsa, Agboola, Stephen Olusegun, Jethwani, Kamal, Zeid, Abe, Kamarthi, Sagar
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	JMIR Publications 2019
Materias:	Original Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6737889/ https://www.ncbi.nlm.nih.gov/pubmed/31464196 http://dx.doi.org/10.2196/12905

Ejemplares similares

Neural Network–Based Algorithm for Adjusting Activity Targets to Sustain Exercise Engagement Among People Using Activity Trackers: Retrospective Observation and Algorithm Development Study
por: Mohammadi, Ramin, et al.
Publicado: (2020)

Factors Influencing Exercise Engagement When Using Activity Trackers: Nonrandomized Pilot Study
por: Centi, Amanda Jayne, et al.
Publicado: (2019)

Evaluating the Usability and Usefulness of a Mobile App for Atrial Fibrillation Using Qualitative Methods: Exploratory Pilot Study
por: Hirschey, Jaclyn, et al.
Publicado: (2018)

Validating a Machine Learning Algorithm to Predict 30-Day Re-Admissions in Patients With Heart Failure: Protocol for a Prospective Cohort Study
por: Kakarmath, Sujay, et al.
Publicado: (2018)

Text to Move: A Randomized Controlled Trial of a Text-Messaging Program to Improve Physical Activity Behaviors in Patients With Type 2 Diabetes Mellitus
por: Agboola, Stephen, et al.
Publicado: (2016)

Designing Patient-Centered Text Messaging Interventions for Increasing Physical Activity Among Participants With Type 2 Diabetes: Qualitative Results From the Text to Move Intervention
por: Horner, Gabrielle N, et al.
Publicado: (2017)

Pain Management in Cancer Patients Using a Mobile App: Study Design of a Randomized Controlled Trial
por: Agboola, Stephen, et al.
Publicado: (2014)

Heart Failure Remote Monitoring: Evidence From the Retrospective Evaluation of a Real-World Remote Monitoring Program
por: Agboola, Stephen, et al.
Publicado: (2015)

Patient Engagement With a Mobile Web-Based Telemonitoring System for Heart Failure Self-Management: A Pilot Study
por: Zan, Shiyi, et al.
Publicado: (2015)

“Real-World” Practical Evaluation Strategies: A Review of Telehealth Evaluation
por: Agboola, Stephen, et al.
Publicado: (2014)

A Multimodal mHealth Intervention (FeatForward) to Improve Physical Activity Behavior in Patients with High Cardiometabolic Risk Factors: Rationale and Protocol for a Randomized Controlled Trial
por: Agboola, Stephen, et al.
Publicado: (2016)

The Effect of Technology-Based Interventions on Pain, Depression, and Quality of Life in Patients With Cancer: A Systematic Review of Randomized Controlled Trials
por: Agboola, Stephen O, et al.
Publicado: (2015)

Improving Outcomes in Cancer Patients on Oral Anti-Cancer Medications Using a Novel Mobile Phone-Based Intervention: Study Design of a Randomized Controlled Trial
por: Agboola, Stephen, et al.
Publicado: (2014)

Provider- and Patient-Related Barriers to and Facilitators of Digital Health Technology Adoption for Hypertension Management: Scoping Review
por: Palacholla, Ramya Sita, et al.
Publicado: (2019)

Exploration of physiological sensors, features, and machine learning models for pain intensity estimation
por: Pouromran, Fatemeh, et al.
Publicado: (2021)

Assessing the Usability of an Automated Continuous Temperature Monitoring Device (iThermonitor) in Pediatric Patients: Non-Randomized Pilot Study
por: Kakarmath, Sujay S, et al.
Publicado: (2018)

Novel keyword co-occurrence network-based methods to foster systematic reviews of scientific literature
por: Radhakrishnan, Srinivasan, et al.
Publicado: (2017)

Use of Electronic Health Records to Develop and Implement a Silent Best Practice Alert Notification System for Patient Recruitment in Clinical Research: Quality Improvement Initiative
por: Devoe, Connor, et al.
Publicado: (2019)

Correction: Novel keyword co-occurrence network-based methods to foster systematic reviews of scientific literature
por: Radhakrishnan, Srinivasan, et al.
Publicado: (2017)

A machine learning model to predict the risk of 30-day readmissions in patients with heart failure: a retrospective analysis of electronic medical records data
por: Golas, Sara Bersche, et al.
Publicado: (2018)

Healthcare utilization in older patients using personal emergency response systems: an analysis of electronic health records and medical alert data: Brief Description: A Longitudinal Retrospective Analyses of healthcare utilization rates in older patients using Personal Emergency Response Systems from 2011 to 2015
por: Agboola, Stephen, et al.
Publicado: (2017)

Predictive Modeling of 30-Day Emergency Hospital Transport of Patients Using a Personal Emergency Response System: Prognostic Retrospective Study
por: op den Buijs, Jorn, et al.
Publicado: (2018)

Personalized Deep Bi-LSTM RNN Based Model for Pain Intensity Classification Using EDA Signal
por: Pouromran, Fatemeh, et al.
Publicado: (2022)

Health Care Cost Analyses for Exploring Cost Savings Opportunities in Older Patients: Longitudinal Retrospective Study
por: Agboola, Stephen, et al.
Publicado: (2018)

Management of children and adolescents having type 1 diabetes during COVID-19 pandemic in India: challenges and solutions
por: Jethwani, Pratap, et al.
Publicado: (2020)

Evaluation of Human Ear Anatomy and Functionality by Axiomatic Design
por: Sundar, Pratap Sriram, et al.
Publicado: (2021)

Patient-Specific Sedation Management via Deep Reinforcement Learning
por: Eghbali, Niloufar, et al.
Publicado: (2021)

Resiliency of Mutualistic Supplier-Manufacturer Networks
por: Xu, Mengkai, et al.
Publicado: (2019)

Perception of Families of Children with Specific Learning Disorder: An Exploratory Study
por: Sahu, Anamika, et al.
Publicado: (2018)

The Actor-Dueling-Critic Method for Reinforcement Learning
por: Wu, Menghao, et al.
Publicado: (2019)

Understanding family functioning and social support in unremitting schizophrenia: A study in India
por: Sawant, Neena S., et al.
Publicado: (2010)

Portable Diagnostic System for Age-Related Macular Degeneration Screening Using Visual Evoked Potentials
por: Versek, Craig, et al.
Publicado: (2021)

The use of preoperative radiotherapy in the management of patients with clinically resectable rectal cancer: a practice guideline
por: Figueredo, Alvaro, et al.
Publicado: (2003)

Evaluating the Impact of a Web-Based Risk Assessment System (CareSage) and Tailored Interventions on Health Care Utilization: Protocol for a Randomized Controlled Trial
por: Palacholla, Ramya Sita, et al.
Publicado: (2018)

Complexity and entropy representation for machine component diagnostics
por: Radhakrishnan, Srinivasan, et al.
Publicado: (2019)

Analysis of pain research literature through keyword Co-occurrence networks
por: Ozek, Burcu, et al.
Publicado: (2023)

An Edge Server Placement Method Based on Reinforcement Learning
por: Luo, Fei, et al.
Publicado: (2022)

Reinforcement Learning
por: Winder, Phil
Publicado: (2020)

Personalized Multimorbidity Management for Patients with Type 2 Diabetes Using Reinforcement Learning of Electronic Health Records
por: Zheng, Hua, et al.
Publicado: (2021)

Reinforcement learning : an introduction /
por: Sutton, Richard S.
Publicado: (1998)

Cannot write session to /tmp/vufind_sessions/sess_ubnhh6i30jeuisv6fg4dsqti0t