标题
A review of personalized blood glucose prediction strategies for T1DM patients
作者
关键词
-
出版物
International Journal for Numerical Methods in Biomedical Engineering
Volume 33, Issue 6, Pages e2833
出版商
Wiley
发表日期
2016-09-20
DOI
10.1002/cnm.2833
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A data driven nonlinear stochastic model for blood glucose dynamics
- (2016) Yan Zhang et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes
- (2015) Mariano De Paula et al. APPLIED SOFT COMPUTING
- Postprandial response improvement via safety layer in closed-loop blood glucose controllers
- (2015) Fabian León-Vargas et al. Biomedical Signal Processing and Control
- Subspace-based linear multi-step predictors in type 1 diabetes mellitus
- (2015) Marzia Cescon et al. Biomedical Signal Processing and Control
- Statistical analysis based online sensor failure detection for continuous glucose monitoring in type I diabetes
- (2015) Chunhui Zhao et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- A new insulin-glucose metabolic model of type 1 diabetes mellitus: An in silico study
- (2015) Qiang Fang et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A therapy parameter-based model for predicting blood glucose concentrations in patients with type 1 diabetes
- (2015) Alain Bock et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Unsupervised home use of an overnight closed-loop system over 3-4 weeks: a pooled analysis of randomized controlled studies in adults and adolescents with type 1 diabetes
- (2015) H. Thabit et al. DIABETES OBESITY & METABOLISM
- Coefficient of variation of R-R interval closely correlates with glycemic variability assessed by continuous glucose monitoring in insulin-depleted patients with type 1 diabetes
- (2015) Shingo Iwasaki et al. DIABETES RESEARCH AND CLINICAL PRACTICE
- On-line policy learning and adaptation for real-time personalization of an artificial pancreas
- (2015) Mariano De Paula et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Review of Emerging Technologies for the Management of Diabetes Mellitus
- (2015) Konstantia Zarkogianni et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Rapid Model Identification for Online Subcutaneous Glucose Concentration Prediction for New Subjects With Type I Diabetes
- (2015) Chunhui Zhao et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Recent developments in blood glucose sensors
- (2015) Hui-Chen Wang et al. JOURNAL OF FOOD AND DRUG ANALYSIS
- Nonlinear glucose–insulin control considering delays—Part II: Control algorithm
- (2014) K. Mythreyi et al. CONTROL ENGINEERING PRACTICE
- Closed-Loop Artificial Pancreas Systems: Physiological Input to Enhance Next-Generation Devices
- (2014) Yogish C. Kudva et al. DIABETES CARE
- The Artificial Pancreas: Are We There Yet?
- (2014) William T. Cefalu et al. DIABETES CARE
- Overnight Glucose Control With an Automated, Unified Safety System in Children and Adolescents With Type 1 Diabetes at Diabetes Camp
- (2014) Trang T. Ly et al. DIABETES CARE
- Closed-Loop Artificial Pancreas Systems: Engineering the Algorithms
- (2014) Francis J. Doyle et al. DIABETES CARE
- First Use of Model Predictive Control in Outpatient Wearable Artificial Pancreas
- (2014) Simone Del Favero et al. DIABETES CARE
- Overnight Closed-Loop Insulin Delivery in Young People With Type 1 Diabetes: A Free-Living, Randomized Clinical Trial
- (2014) Roman Hovorka et al. DIABETES CARE
- Day and Night Home Closed-Loop Insulin Delivery in Adults With Type 1 Diabetes: Three-Center Randomized Crossover Study
- (2014) Lalantha Leelarathna et al. DIABETES CARE
- Multivariable Adaptive Identification and Control for Artificial Pancreas Systems
- (2014) Kamuran Turksoy et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Modified control algorithms for patients with type 1 diabetes mellitus undergoing exercise
- (2014) Shih-Wei Liu et al. Journal of the Taiwan Institute of Chemical Engineers
- Personalized mechanistic models for exercise, meal and insulin interventions in children and adolescents with type 1 diabetes
- (2014) Naviyn Prabhu Balakrishnan et al. JOURNAL OF THEORETICAL BIOLOGY
- Home use of closed-loop insulin delivery for overnight glucose control in adults with type 1 diabetes: a 4-week, multicentre, randomised crossover study
- (2014) Hood Thabit et al. Lancet Diabetes & Endocrinology
- Modeling glycemia in humans by means of Grammatical Evolution
- (2013) J. Ignacio Hidalgo et al. APPLIED SOFT COMPUTING
- Identification of intra-patient variability in the postprandial response of patients with type 1 diabetes
- (2013) Alejandro J. Laguna et al. Biomedical Signal Processing and Control
- Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information
- (2013) C. Zecchin et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Extended adaptive predictive controller with robust filter to enhance blood glucose regulation in type I diabetic subjects
- (2013) Germán Campetelli et al. COMPUTERS & CHEMICAL ENGINEERING
- High-order sliding-mode control for blood glucose: Practical relative degree approach
- (2013) Ana Gabriela Gallardo Hernández et al. CONTROL ENGINEERING PRACTICE
- Feasibility of Closed-Loop Insulin Delivery in Type 2 Diabetes: A Randomized Controlled Study
- (2013) Kavita Kumareswaran et al. DIABETES CARE
- Closed loop developments to improve glucose control at home
- (2013) Eric Renard et al. DIABETES RESEARCH AND CLINICAL PRACTICE
- A Novel Adaptive-Weighted-Average Framework for Blood Glucose Prediction
- (2013) Youqing Wang et al. Diabetes Technology & Therapeutics
- Artificial Pancreas Using a Personalized Rule-Based Controller Achieves Overnight Normoglycemia in Patients with Type 1 Diabetes
- (2013) Ismael Capel et al. Diabetes Technology & Therapeutics
- Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose
- (2013) Simon Fong et al. EXPERT SYSTEMS WITH APPLICATIONS
- Fuzzy-Logic-Based Supervisor of Insulin Bolus Delivery for Patients with Type 1 Diabetes Mellitus
- (2013) Shih-Wei Liu et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Personalized Hybrid Models for Exercise, Meal, and Insulin Interventions in Type 1 Diabetic Children and Adolescents
- (2013) Naviyn Prabhu Balakrishnan et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Hypoglycemia Early Alarm Systems Based on Multivariable Models
- (2013) Kamuran Turksoy et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Experimental blood glucose interval identification of patients with type 1 diabetes
- (2013) Alejandro J. Laguna et al. JOURNAL OF PROCESS CONTROL
- Evaluation of Stream Mining Classifiers for Real-Time Clinical Decision Support System: A Case Study of Blood Glucose Prediction in Diabetes Therapy
- (2013) Simon Fong et al. Biomed Research International
- MPC based Artificial Pancreas: Strategies for individualization and meal compensation
- (2012) P. Soru et al. ANNUAL REVIEWS IN CONTROL
- Challenges and recent progress in the development of a closed-loop artificial pancreas
- (2012) B. Wayne Bequette ANNUAL REVIEWS IN CONTROL
- Blood glucose control algorithms for type 1 diabetic patients: A methodological review
- (2012) Katrin Lunze et al. Biomedical Signal Processing and Control
- Prediction of postprandial blood glucose under uncertainty and intra-patient variability in type 1 diabetes: A comparative study of three interval models
- (2012) M. García-Jaramillo et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- On the prediction of glucose concentration under intra-patient variability in type 1 diabetes: A monotone systems approach
- (2012) Diego de Pereda et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- A Glucose-Specific Metric to Assess Predictors and Identify Models
- (2012) S. Del Favero et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Modular Closed-Loop Control of Diabetes
- (2012) S. D. Patek et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration
- (2012) C. Zecchin et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Artificial pancreas for type 1 diabetes: Closed-loop algorithm based on Error Dynamics Shaping
- (2012) H. Cormerais et al. JOURNAL OF PROCESS CONTROL
- Extended multiple model prediction with application to blood glucose regulation
- (2012) Fraser Cameron et al. JOURNAL OF PROCESS CONTROL
- Inverse optimal neural control of blood glucose level for type 1 diabetes mellitus patients
- (2012) Blanca S. Leon et al. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
- A meta-learning approach to the regularized learning—Case study: Blood glucose prediction
- (2012) V. Naumova et al. NEURAL NETWORKS
- Evaluation of a portable ambulatory prototype for automated overnight closed-loop insulin delivery in young people with type 1 diabetes
- (2012) Daniela Elleri et al. PEDIATRIC DIABETES
- El Páncreas Artificial: Control Automático de Infusión de Insulina en Diabetes Mellitus Tipo 1
- (2012) J. Bondia et al. Revista Iberoamericana de Automatica e Informatica Industrial
- Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression
- (2012) E. I. Georga et al. IEEE Journal of Biomedical and Health Informatics
- Characteristics of a multisensor system for non invasive glucose monitoring with external validation and prospective evaluation
- (2011) Andreas Caduff et al. BIOSENSORS & BIOELECTRONICS
- Comparison of control algorithms for the blood glucose concentration in a virtual patient with an artificial pancreas
- (2011) E. Semizer et al. CHEMICAL ENGINEERING RESEARCH & DESIGN
- Artificial neural networks for closed loop control of in silico and ad hoc type 1 diabetes
- (2011) J. Fernandez de Canete et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Artificial Pancreas: Past, Present, Future
- (2011) Claudio Cobelli et al. DIABETES
- Advances in pump technology: insulin patch pumps, combined pumps and glucose sensors, and implanted pumps
- (2011) P. Schaepelynck et al. DIABETES & METABOLISM
- Neural Network-Based Real-Time Prediction of Glucose in Patients with Insulin-Dependent Diabetes
- (2011) Scott M. Pappada et al. Diabetes Technology & Therapeutics
- A New Index to Optimally Design and Compare Continuous Glucose Monitoring Glucose Prediction Algorithms
- (2011) Andrea Facchinetti et al. Diabetes Technology & Therapeutics
- An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control
- (2011) K. Zarkogianni et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Control-Relevant Models for Glucose Control Using A Priori Patient Characteristics
- (2011) K. van Heusden et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Review and Analysis of Blood Glucose (BG) Models for Type 1 Diabetic Patients
- (2011) Naviyn Prabhu Balakrishnan et al. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
- Physiological analysis on oscillatory behavior of glucose–insulin regulation by model with delays
- (2011) Zimei Wu et al. JOURNAL OF THEORETICAL BIOLOGY
- Comparison of interval and Monte Carlo simulation for the prediction of postprandial glucose under uncertainty in type 1 diabetes mellitus
- (2010) R. Calm et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Real-Time Hypoglycemia Prediction Suite Using Continuous Glucose Monitoring: A safety net for the artificial pancreas
- (2010) E. Dassau et al. DIABETES CARE
- Prevention of Nocturnal Hypoglycemia Using Predictive Alarm Algorithms and Insulin Pump Suspension
- (2010) B. Buckingham et al. DIABETES CARE
- Artificial Neural Network Algorithm for Online Glucose Prediction from Continuous Glucose Monitoring
- (2010) C. Pérez-Gandía et al. Diabetes Technology & Therapeutics
- Toward Closing the Loop: An Update on Insulin Pumps and Continuous Glucose Monitoring Systems
- (2010) Tandy Aye et al. ENDOCRINOLOGY AND METABOLISM CLINICS OF NORTH AMERICA
- Quest for the Artificial Pancreas: Combining Technology with Treatment
- (2010) R.A. Harvey et al. IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE
- The Importance of Different Frequency Bands in Predicting Subcutaneous Glucose Concentration in Type 1 Diabetic Patients
- (2010) Yinghui Lu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Development of a multi-parametric model predictive control algorithm for insulin delivery in type 1 diabetes mellitus using clinical parameters
- (2010) M.W. Percival et al. JOURNAL OF PROCESS CONTROL
- Modeling the physiological glucose–insulin dynamic system on diabetics
- (2010) Cheng-Liang Chen et al. JOURNAL OF THEORETICAL BIOLOGY
- “Smart” Continuous Glucose Monitoring Sensors: On-Line Signal Processing Issues
- (2010) Giovanni Sparacino et al. SENSORS
- Modeling the physiological glucose–insulin system on normal and diabetic subjects
- (2009) Cheng-Liang Chen et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Universal Glucose Models for Predicting Subcutaneous Glucose Concentration in Humans
- (2009) A. Gani et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Adaptive control strategy for regulation of blood glucose levels in patients with type 1 diabetes
- (2009) Meriyan Eren-Oruklu et al. JOURNAL OF PROCESS CONTROL
- Theoretical blood glucose control in hyper- and hypoglycemic and exercise scenarios by means of an algorithm
- (2009) G. Quiroz et al. JOURNAL OF THEORETICAL BIOLOGY
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