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Computer Methods in Biomechanics and Biomedical Engineering Volume 19, 2016 - Issue 9
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Articles

Real-time estimation of plasma insulin concentration from continuous glucose monitor measurements

Diego de PeredaInstitut Universitari d’Automàtica i Informàtica Industrial, Universitat Politècnica de València, Spain.View further author information
,
Sergio Romero-VivoInstitut Universitari de Matemàtica Multidisciplinar, Universitat Politècnica de València, Spain.View further author information
,
Beatriz RicarteInstitut Universitari de Matemàtica Multidisciplinar, Universitat Politècnica de València, Spain.View further author information
,
Paolo RossettiDepartamento de Medicina Interna, Hospital Sant Francesc de Borja, Gandía, Valencia, Spain.View further author information
,
Francisco Javier Ampudia-BlascoDiabetes Reference Unit, Endocrinology and Nutrition Department, Valencia Clinic University Hospital, Valencia, Spain.View further author information
&
Jorge BondiaInstitut Universitari d’Automàtica i Informàtica Industrial, Universitat Politècnica de València, Spain.Correspondence[email protected]
View further author information
Pages 934-942 | Received 04 Nov 2014, Accepted 24 Jul 2015, Published online: 07 Sep 2015

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Weijie Wang, Shaoping Wang, Yuwei Zhang, Yixuan Geng, Deng’ao Li & Shiwei Liu. Multivariable identification based MPC for closed-loop glucose regulation subject to individual variability. Computer Methods in Biomechanics and Biomedical Engineering 0:0, pages 1-14.
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Articles from other publishers (18)

Eleonora M. Aiello, Kelilah L. Wolkowicz, Jordan E. Pinsker, Eyal Dassau & Francis J. Doyle III. (2023) A novel model-based estimator for real-time prediction of insulin-on-board. Chemical Engineering Science 267, pages 118321.
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Masaya Murata & Pasquale Palumbo. (2022) The Unscented Kalman Filter as a Real-Time Algorithm to Simultaneously Estimate Insulin and Model Parameters. The Unscented Kalman Filter as a Real-Time Algorithm to Simultaneously Estimate Insulin and Model Parameters.
Rasoul Zahedifar & Ali Keymasi Khalaji. (2022) Control of blood glucose induced by meals for type-1 diabetics using an adaptive backstepping algorithm. Scientific Reports 12:1.
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João Lucas Correia Barbosa de Farias & Wallace Moreira Bessa. (2022) Intelligent Control with Artificial Neural Networks for Automated Insulin Delivery Systems. Bioengineering 9:11, pages 664.
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Mika Hatada, Ellie Wilson, Mukund Khanwalker, David Probst, Junko Okuda-Shimazaki & Koji Sode. (2022) Current and future prospective of biosensing molecules for point-of-care sensors for diabetes biomarker. Sensors and Actuators B: Chemical 351, pages 130914.
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Weijie Wang, Shaoping Wang, Yixuan Geng, Yajing Qiao & Teresa Wu. (2021) An OGI model for personalized estimation of glucose and insulin concentration in plasma. Mathematical Biosciences and Engineering 18:6, pages 8499-8523.
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Julia Deichmann & Hans-Michael Kaltenbach. (2021) Estimating insulin sensitivity after exercise using an Unscented Kalman Filter. IFAC-PapersOnLine 54:15, pages 472-477.
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Kelilah L. Wolkowicz, Sunil Deshpande, Francis J. Doyle Iii & Eyal Dassau. (2020) Towards Insulin Monitoring: Infrequent Kalman Filter Estimates for Diabetes Management. IFAC-PapersOnLine 53:2, pages 15877-15883.
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Iman Hajizadeh, Mohammad Reza Askari, Mert Sevil, Nicole Hobbs, Rachel Brandt, Mudassir Rashid & Ali Cinar. 2020. Control Theory in Biomedical Engineering. Control Theory in Biomedical Engineering 63 81 .
Zidan Wang, Xufang Hu, Nianrong Sun & Chunhui Deng. (2019) Aptamer-functionalized magnetic metal organic framework as nanoprobe for biomarkers in human serum. Analytica Chimica Acta 1087, pages 69-75.
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Iman Hajizadeh, Mudassir Rashid, Sediqeh Samadi, Mert Sevil, Nicole Hobbs, Rachel Brandt & Ali Cinar. (2019) Adaptive personalized multivariable artificial pancreas using plasma insulin estimates. Journal of Process Control 80, pages 26-40.
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Luis Omar Avila, Mariano De Paula & Carlos Roberto Sanchez-Reinoso. (2018) Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques. Biosystems 171, pages 1-9.
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Iman Hajizadeh, Mudassir Rashid, Sediqeh Samadi, Jianyuan Feng, Mert Sevil, Nicole Hobbs, Caterina Lazaro, Zacharie Maloney, Rachel Brandt, Xia Yu, Kamuran Turksoy, Elizabeth Littlejohn, Eda Cengiz & Ali Cinar. (2018) Adaptive and Personalized Plasma Insulin Concentration Estimation for Artificial Pancreas Systems. Journal of Diabetes Science and Technology 12:3, pages 639-649.
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Patricio Colmegna, Fabricio Garelli, Hernán De Battista & Ricardo Sánchez-Peña. (2018) Automatic regulatory control in type 1 diabetes without carbohydrate counting. Control Engineering Practice 74, pages 22-32.
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Luis Omar Avila, Mariano De Paula, Ernesto Carlos Martinez & Marcelo Luis Errecalde. (2018) Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models. Biomedical Signal Processing and Control 42, pages 63-72.
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Iman Hajizadeh, Mudassir Rashid, Kamuran Turksoy, Sediqeh Samadi, Jianyuan Feng, Nicole Frantz, Mert Sevil, Eda Cengiz & Ali Cinar. (2017) Plasma Insulin Estimation in People with Type 1 Diabetes Mellitus. Industrial & Engineering Chemistry Research 56:35, pages 9846-9857.
Crossref
E. Aguirre-Zapata, J. Cardenas-Cartagena & J. Garcia-Tirado. (2017) Glycemic Monitoring in Critical Care using Nonlinear State Estimators. IFAC-PapersOnLine 50:1, pages 4430-4435.
Crossref
Iman Hajizadeh, Kamuran Turksoy, Eda Cengiz & Ali Cinar. (2017) Real-time estimation of plasma insulin concentration using continuous subcutaneous glucose measurements in people with type 1 diabetes. Real-time estimation of plasma insulin concentration using continuous subcutaneous glucose measurements in people with type 1 diabetes.

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