Iterative Learning Control with Sparse Measurements for Long-Acting Insulin Injections in People with Type 1 Diabetes

Marzia Cescon, Sunil Deshpande, Francis J. Doyle III, and Eyal Dassau (2019). American Control Conference (ACC).

Mechanistic inferences on metabolic dysfunction in PTSD from an integrated model and multi-omic analysis: Role of glucocorticoid receptor sensitivity

Pramod R. Somvanshi, Synthia H. Mellon, Janine D. Flory, Duna Abu-amara, PTSD Systems Biology Consortium, Owen M. Wolkowitz, Rachel Yehuda, Marti Jett, Leroy Hood, Charles Marmar, and Francis J. Doyle.  2019.  American Journal of Physiology: Endocrinology and Metabolism.

Polygenic risk associated with post-traumatic stress disorder onset and severity

B. Misganaw, G. Guffanti, A. Lori, D. Abu-Amara, J. D. Flory, SBPBC, S. Mueller, R. Yehuda, M. Jett, C. R. Marmar, K. J. Ressler, & F. J. Doyle III. 2019. Translational Psychiatry 9.

Compensating for Sensor Error in the Model Predictive Control of Circadian Clock Phase

Lindsey S. Brown, Elizabeth B. Klerman, & Francis J. Doyle III. 2019. IEEE Control Systems Letters, 3 (4).

Pre-Deployment Risk Factors for PTSD in Afghanistan Veterans: A Machine Learning Approach for Analyzing Multivariate Predictors

Katharina Schultebraucks, Meng Qian, Duna Abu-Amara, Kelsey Dean, Eugene Laska, Carole Siegel, Aarti Gautam, Guia Guffanti, Rasha Hammamieh, Esther Blessing, Amit Etkin, Kerry Ressler, Francis J. Doyle III, Marti Jett, & Charles Marmar. 2019. Biological Psychiatry, 85 (10).

 

A new animal model of insulin-glucose dynamics in the intraperitoneal space enhances closed-loop control performance

A. Chakrabarty, J. M. Gregory, L. M. Moore, P. E. Williams, B. Farmer, A. D. Cherrington, P. Lord, B. Shelton, D. Cohen, H. C. Zisser, F. J. Doyle III, & E. Dassau.  Journal of Process Control. 2019.

A Multivariate Bayesian Optimization Framework for Long-Term Controller Adaptation in Artificial Pancreas

D Shi, E Dassau, FJ Doyle – 2018 IEEE Conference on Decision and Control (CDC), 2018.

Design and Clinical Evaluation of the Interoperable Artificial Pancreas System (iAPS): Interoperable Components with Modular Design for Progressive Artificial Pancreas Research and Developement

S. Deshpande, J. E. Pinsker, S. Zavitsanou, D. Shi, R. Tompot, M. M. Church, C. Andre, F. J. Doyle III, E. Dassau.  Diabetes Technology & Therapeutics. 2018.

Pharmaceutical-based entrainment of circadian phase via nonlinear model predictive control

J. H. Abel, A. Chakrabarty, E. B. Klerman, F. J. Doyle III.  Automatica. 2019.

Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

R. K. Reddy, R. Pooni, D. P. Zaharieva, B. Senf, J. E. Youssef, E. Dassau, F. J. Doyle III, M. A. Clements, M. R. Rickels, S. R. Patton, J. R. Castle, M. C. Riddell, P. G. Jacobs. JMIR Mhealth Uhealth. 2018.