Multi-omic biomarker identification and validation for diagnosing warzone-related post-traumatic stress disorder

Kelsey R. Dean, Rasha Hammamieh, Synthia H. Mellon, Duna Abu-Amara, Janine D. Flory, Guia Guffanti, Kai Wang, Bernie J. Daigle Jr., Aarti Gaurtam, Inyoul Lee, Ruoting Yang, Lynn M. Almli, F. Saverio Bersani, Nabarun Chakraborty, Duncan Donohue, Kimberly Kerly, Taek-Kyun Kim, Eugene Laska, Min Young Lee, Daniel Lindqvist, Adriana Lori, Liangqun Lu, Burook Misganaw, Seif Muhie, Jennifer Newman, Nathan D. Price, Shizhen Qin, Victor I. REus, Carole Siegel, Pramod R. Somvanshi, Gunjan S. Thakur, Yong Zhou, The PTSD Systems Biology Consortium, Leroy Hood, Kerry J. Ressler, Owen M. Wolkowitz, Rachel Yehuda, Marti Jett, Francis J. Doyle III, and Charles Marmar (2019).  Molecular Psychiatry. 

Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control

Lukas Ortman, Dawei Shi, Eyal Dassau, Francis J. Doyle III, Berno J. E. Misgeld, and Steffen Leonhardt (2019). American Control Conference (ACC).

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).

 

Getting IoT-ready: The face of next generation artificial pancreas systems

A. Chakrabarty, S. Zavitsanou, T. Sowrirajan, F. J. Doyle III, and E. Dassau. “Getting IoT-ready: The face of next generation artificial pancreas systems.” in The Artificial Pancreas: Current Situation and Future Directions, R. S. Sanchez-Pena and D. R. Chernavvsky, Editors, Elsevier, 2019.

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.