Machine Learning-Based Anomaly Detection Algorithms to Alert Patients Using Sensor Augmented Pump of Infusion Site Failures
Meneghetti, L., Dassau, E., Doyle III, F. J., & Del Favero, S. (2021). Journal of Diabetes Science and Technology.
Journal Articles
Epigenetic biotypes of post-traumatic stress disorder in war-zone exposed veteran and active duty males
Ruoting Yang, Aarti Gautam, Derese Getnet, Bernie J. Daigle, Stacy Miller, Burook Misganaw, Kelsey R. Dean, Raina Kumar, Seid Muhie, Kai Wang, Inyoul Lee, Duna Abu-Amara, Janine D. Flory, The PTSD Systems Biology Consortium, Leroy Hood, Owen M. Wolkowitz, Synthia H. Mellon, Francis J. Doyle III, Rachel Yehuda, Charles R. Marmar, Kerry J. Ressler, Rasha Hammamieh & Marti Jett (2020) Molecular Psychiatry.
More time in glucose range during exercise days than sedentary days in adults living with type 1 diabetes
Michael Riddell, Zoey Li, Roy W. Beck, Robin Gal, Peter G. Jacobs, Jessica R. Castle, Melanie Gillingham, Mark A. Clements, Susana R. Patton, Eyal Dassau, Francis J. Doyle III, Corby Martin, Peter Calhoun, and Michel Rickels, (2020). Diabetes Technology & Therapuetics.
A dual-feedback loop model of the mammalian circadian clock for multi-input control of circadian phase
L. S. Brown & F. J. Doyle III, PLoS Compuational Biology, 2020.
A Review of Biomarkers in the Context of Type 1 Diabetes: Biological Sensing for Enhanced Glucose Control
Kelilah L. Wolkowicz , Eleonora M. Aiello, Eva Vargas, Hazhir Teymourian, Farshad Tehrani, Joseph Wang, Jordan E. Pinsker, Francis J. Doyle III, Mary‐Elizabeth Patti, Lori M. Laffel, & Eyal Dassau (2020). Bioengineering and Translational Medicine.
Assessing Mealtime Macronutrient Content: Patient Perceptions versus Expert Analyses via a Novel Phone App
Melanie Gillingham, Zoey Li, Roy W. Beck, Peter Calhoun, Jessica R Castle, Mark A Clements, Eyal Dassau, Francis J. Doyle III, Robin Gal, Peter G. Jacobs, Susana R Patton, Michael Rickels, Michael Riddell, Corby Martin. Diabetes Technology & Therapeutics, 2020.
Use of the Interoperable Artificial Pancreas System for Type 1 Diabetes Management During Psychological Stress
Jordan E. Pinsker, Sunil Deshpande, Shelly McCrady-Spitzer, Mei Mei Church, Ravinder Jeet Kaur, Jimena Perez, Donna Desjardins, Molly Piper, Corey Reid, Francis J. Doyle, III, Yogish C. Kudva, & Eyal Dassau. Journal of Diabetes Science and Technology, 2020.
Dual-Color Single-Cell Imaging of the Suprachiasmatic Nucleus Reveals a Circadian Role in Network Synchrony
Yongli Shan, John H. Abel, Yan Li, Mariko Izumo, Kimberly H. Cox, Byeongha Jeong, Seung-Hee Yoo, David P. Olson, Francis J. Doyle III, & Joseph S. Takahashi. Neuron, 2020.
Using Iterative Learning for Insulin Dosage Optimization in Multiple-Daily-Injections Therapy for People with Type 1 Diabetes
M. Cescon, S. Deshpande, R. Nimri, F. J. Doyle III, & E. Dassau. IEEE Transactions on Biomedical Engineering, 2020.
Pre-deployment risk factors for PTSD in active-duty personnel deployed to Afghanistan: 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, Burook Misganaw, Synthia H. Mellon, Owen M. Wolkowitz, Esther M. Blessing, Amit Etkin, Kerry J. Ressler, Francis J. Doyle III, Marti Jett, & Charles R. Marmar, Molecular Psychiatry, 2020.
