Eyal Dassau

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 19

Top Topics

Model Predictive Control

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Control. Syst. Technol.

Publications

Sunil Deshpande, Francis J. Doyle, Eyal Dassau
Glucose Rate-of-Change and Insulin-on-Board Jointly Weighted Zone Model Predictive Control. IEEE Trans. Control. Syst. Technol. 31 (5) (2023)
Marzia Cescon, Sunil Deshpande, Revital Nimri, Francis J. Doyle III, Eyal Dassau
Using Iterative Learning for Insulin Dosage Optimization in Multiple-Daily-Injections Therapy for People With Type 1 Diabetes. IEEE Trans. Biomed. Eng. 68 (2) (2021)
Marzia Cescon, Divya Choudhary, Jordan E. Pinsker, Vikash Dadlani, Mei Mei Church, Yogish C. Kudva, Francis J. Doyle III, Eyal Dassau
Activity detection and classification from wristband accelerometer data collected on people with type 1 diabetes in free-living conditions. Comput. Biol. Medicine 135 (2021)
Lukas Ortmann, Dawei Shi, Eyal Dassau, Francis J. Doyle III, Berno J. E. Misgeld, Steffen Leonhardt
Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control. CoRR (2021)
Ankush Chakrabarty, Elizabeth Healey, Dawei Shi, Stamatina Zavitsanou, Francis J. Doyle, Eyal Dassau
Embedded Model Predictive Control for a Wearable Artificial Pancreas. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Dawei Shi, Eyal Dassau, Francis J. Doyle
Adaptive Zone Model Predictive Control of Artificial Pancreas Based on Glucose- and Velocity-Dependent Control Penalties. IEEE Trans. Biomed. Eng. 66 (4) (2019)
Marzia Cescon, Sunil Deshpande, Francis J. Doyle, Eyal Dassau
Iterative Learning Control with Sparse Measurements for Long-Acting Insulin Injections in People with Type 1 Diabetes. ACC (2019)
Lukas Ortmann, Dawei Shi, Eyal Dassau, Francis J. Doyle, Berno J. E. Misgeld, Steffen Leonhardt
Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control. ACC (2019)
Zhixing Cao, Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle
Extremum Seeking Control for Personalized Zone Adaptation in Model Predictive Control for Type 1 Diabetes. IEEE Trans. Biomed. Eng. 65 (8) (2018)
Ankush Chakrabarty, Stamatina Zavitsanou, Francis J. Doyle, Eyal Dassau
Event-Triggered Model Predictive Control for Embedded Artificial Pancreas Systems. IEEE Trans. Biomed. Eng. 65 (3) (2018)
Dawei Shi, Eyal Dassau, Francis J. Doyle
A Multivariate Bayesian Optimization Framework for Long-Term Controller Adaptation in Artificial Pancreas. CDC (2018)
Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle
Velocity-weighting & velocity-penalty MPC of an artificial pancreas: Improved safety & performance. Autom. 91 (2018)
Dawei Shi, Eyal Dassau, Francis J. Doyle
Zone Model Predictive Control with Glucose- and Velocity-Dependent Control Penalty Adaptation for an Artificial Pancreas. ACC (2018)
Ankush Chakrabarty, Francis J. Doyle, Eyal Dassau
Deep Learning Assisted Macronutrient Estimation For Feedforward-Feedback Control In Artificial Pancreas Systems. ACC (2018)
Ankush Chakrabarty, Stamatina Zavitsanou, Francis J. Doyle, Eyal Dassau
Model predictive control with event-triggered communication for an embedded artificial pancreas. CCTA (2017)
Ankush Chakrabarty, Stamatina Zavitsanou, Francis J. Doyle, Eyal Dassau
Reducing controller updates via event-triggered model predictive control in an embedded artificial pancreas. ACC (2017)
Lukas Ortmann, Dawei Shi, Eyal Dassau, Francis J. Doyle III, Steffen Leonhardt, Berno J. E. Misgeld
Gaussian Process-Based Model Predictive Control of Blood Glucose for Patients with Type 1 Diabetes Mellitus. CoRR (2017)
Lukas Ortmann, Dawei Shi, Eyal Dassau, Francis J. Doyle, Steffen Leonhardt, Berno J. E. Misgeld
Gaussian process-based model predictive control of blood glucose for patients with type 1 diabetes mellitus. ASCC (2017)
Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle III
Periodic zone-MPC with asymmetric costs for outpatient-ready safety of an artificial pancreas to treat type 1 diabetes. Autom. 71 (2016)
Lauren M. Huyett, Eyal Dassau, Howard C. Zisser, Francis J. Doyle
The impact of glucose sensing dynamics on the closed-loop artificial pancreas. ACC (2015)
Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle III
Velocity-weighting to prevent controller-induced hypoglycemia in MPC of an artificial pancreas to treat T1DM. ACC (2015)
Isuru S. Dasanayake, Dale E. Seborg, Jordan E. Pinsker, Francis J. Doyle III, Eyal Dassau
Empirical dynamic model identification for blood-glucose dynamics in response to physical activity. CDC (2015)
Patricio Colmegna, Ricardo S. Sánchez Peña, Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle III
Control. IEEE Trans. Biomed. Eng. 61 (12) (2014)
Justin J. Lee, Eyal Dassau, Howard C. Zisser, Francis J. Doyle III
Design and in silico evaluation of an intraperitoneal-subcutaneous (IP-SC) artificial pancreas. Comput. Chem. Eng. 70 (2014)
Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle
MPC design for rapid pump-attenuation and expedited hyperglycemia response to treat T1DM with an Artificial Pancreas. ACC (2014)
Ravi Gondhalekar, Eyal Dassau, Francis J. Doyle III
Moving-horizon-like state estimation via continuous glucose monitor feedback in MPC of an artificial pancreas for type 1 diabetes. CDC (2014)
Joon Bok Lee, Eyal Dassau, Dale E. Seborg, Francis J. Doyle
Model-based personalization scheme of an artificial pancreas for Type 1 diabetes applications. ACC (2013)
Justin J. Lee, Eyal Dassau, Howard C. Zisser, William Tamborlane, Stuart Weinzimer, Francis J. Doyle
The impact of insulin pharmacokinetics and pharmacodynamics on the closed-loop artificial pancreas. CDC (2013)
Matteo Ottavian, Massimiliano Barolo, Howard C. Zisser, Eyal Dassau, Dale E. Seborg
Adaptive blood glucose control for intensive care applications. Comput. Methods Programs Biomed. 109 (2) (2013)
Klaske van Heusden, Eyal Dassau, Howard C. Zisser, Dale E. Seborg, Francis J. Doyle III
Control-Relevant Models for Glucose Control Using A Priori Patient Characteristics. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Stephen D. Patek, Lalo Magni, Eyal Dassau, Christopher W. Karvetski, Chiara Toffanin, Giuseppe De Nicolao, Simone Del Favero, Marc D. Breton, Chiara Dalla Man, Elisabeth Renard, Howard C. Zisser, Francis J. Doyle III, Claudio Cobelli, Boris P. Kovatchev
Modular Closed-Loop Control of Diabetes. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
F. Campos-Cornejo, Daniel U. Campos-Delgado, Eyal Dassau, Howard C. Zisser, Lois Jovanovic, Francis J. Doyle
Adaptive control algorithm for a rapid and slow acting insulin therapy following run-to-run methodology. ACC (2010)
Youqing Wang, Eyal Dassau, Francis J. Doyle III
Closed-Loop Control of Artificial Pancreatic Beta -Cell in Type 1 Diabetes Mellitus Using Model Predictive Iterative Learning Control. IEEE Trans. Biomed. Eng. 57 (2) (2010)
Eyal Dassau, Benyamin Grosman, Daniel R. Lewin
Modeling and temperature control of rapid thermal processing. Comput. Chem. Eng. 30 (4) (2006)