My primary research focus is the development of novel Proportional-Integral-Derivative and Model Predictive Control algorithms for Artificial Pancreas applications in the treatment of people with Type-1 diabetes. I am currently involved with constructing innovative methods of tuning particular PID and MPC controller variants according to subject parameters for eventual clinical trial applications.
B.S., Chemical Engineering, University of California, Riverside, 2011
Dassau, E., Renard, E., Place, J., Farret, A., Pelletier, M.J., Lee, J., Huyett, L.M., Chakrabarty, A., Doyle III, F.J. and Zisser, H.C. “Intraperitoneal Insulin Delivery Provides Superior Glycemic Regulation to Subcutaneous Insulin Delivery in Model Predictive Control‐based Fully‐automated Artificial Pancreas in Patients with Type 1 Diabetes: A Pilot Study.” Diabetes, Obesity and Metabolism, 2017. doi: […]
J.E. Pinsker, J.B. Lee, E. Dassau, D.E. Seborg, P.K. Bradley, R. Gondhalekar, W.C. Bevier, L. Huyett, H.C. Zisser, F.J. Doyle III. Diabetes Care, 39(7): 1135-42, 2016. doi: 10.2337/dc15-2344.
E. Dassau, S.A. Brown, A. Basu, J.E. Pinsker, Y.C. Kudva, R. Gondhalekar, S. Patek, D. Lv, M. Schiavon, J.B. Lee, C.D. Man, L. Hinshaw, K. Castorino, A. Mallad, V. Dadlani, S.K. McCrady-Spitzer, M. McElwee-Malloy, C.A. Wakeman, W.C. Bevier, P.K. Bradley, B. Kovatchev, C. Cobelli, H.C. Zisser, F.J. Doyle III, “Adjustment of open-loop settings to improve […]
F.J. Doyle III, L. M. Huyett, J. B. Lee, H. C. Zisser, E. Dassau , “Closed- Loop Artificial Pancreas Systems: Engineering the Algorithms,” Diabetes Care, May 2014. [DOI]
A. Srinivasan, J.B. Lee, E. Dassau, F.J. Doyle III, “Novel insulin delivery profiles for mixed meals for sensor-augmented pump and closed-loop artificial pancreas therapy for type 1 diabetes mellitus,” Journal of Diabetes Science and Technology, vol. 8, no. 5, pp. 957-68,Sep 2014. [DOI]
J. B. Lee, E. Dassau, D. Seborg, F.J. Doyle III, “Model-Based Personalization Scheme of an Artificial Pancreas for Type 1 Diabetes Applications,” Proceedings of the American Controls Conference 2013.