Peter G. Jacobs

25 papers Misc 1Journal 15Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A physiologically-constrained neural network digital twin framework for replicating glucose dynamics in type 1 diabetes. Neural Comput. Appl. Valentina Roquemen-Echeverri, Taisa Kushner, Peter G. Jacobs, Clara Mosquera-Lopez
2025	J	`jnl`	A Physiologically-Constrained Neural Network Digital Twin Framework for Replicating Glucose Dynamics in Type 1 Diabetes. CoRR Valentina Roquemen-Echeverri, Taisa Kushner, Peter G. Jacobs, Clara Mosquera-Lopez
2025	J	`jnl`	An AI-enabled dual-hormone model predictive control algorithm that delivers insulin and pramlintide. CoRR Peter G. Jacobs, Wade Hilts, Robert Dodier, Joseph Leitschuh, Jae H. Eom, Deborah Branigan, Forrest Ling, Matthew Howard, Clara Mosquera-Lopez, Leah M. Wilson
2023	J	`jnl`	Combining uncertainty-aware predictive modeling and a bedtime J. Am. Medical Informatics Assoc. Clara Mosquera-Lopez, Valentina Roquemen-Echeverri, Nichole S. Tyler, Susana R. Patton, Mark A. Clements, Corby K. Martin, Michael C. Riddell, Robin L. Gal, Melanie Gillingham, Leah M. Wilson, Jessica R. Castle, Peter G. Jacobs
2023	J	`jnl`	Enabling fully automated insulin delivery through meal detection and size estimation using Artificial Intelligence. npj Digit. Medicine Clara Mosquera-Lopez, Leah M. Wilson, Joseph El Youssef, Wade Hilts, Joseph Leitschuh, Deborah Branigan, Virginia Gabo, Jae H. Eom, Jessica R. Castle, Peter G. Jacobs
2023	J	`jnl`	Modeling risk of hypoglycemia during and following physical activity in people with type 1 diabetes using explainable mixed-effects machine learning. Comput. Biol. Medicine Clara Mosquera-Lopez, Katrina L. Ramsey, Valentina Roquemen-Echeverri, Peter G. Jacobs
2023	J	`jnl`	Predicting labor onset relative to the estimated date of delivery using smart ring physiological data. npj Digit. Medicine Elise N. Erickson, Neta Gotlieb, Leonardo M. Pereira, Leslie Myatt, Clara Mosquera-Lopez, Peter G. Jacobs
2021	—	`conf`	An AI-Powered Tool for Automatic Heart Sound Quality Assessment and Segmentation. BIBM Valentina Roquemen-Echeverri, Peter G. Jacobs, Stephen Heitner, Peter M. Schulman, Bethany Wilson, Jorge Mahecha, Clara Mosquera-Lopez
2021	J	`jnl`	Automated Detection of Real-World Falls: Modeled From People With Multiple Sclerosis. IEEE J. Biomed. Health Informatics Clara Mosquera-Lopez, Eric A. Wan, Mahesh C. Shastry, Jonathon Folsom, Joseph Leitschuh, John Condon, Uma Rajhbeharrysingh, Andrea Hildebrand, Michelle Cameron, Peter G. Jacobs
2021	J	`jnl`	Corrections to "Prediction of Mild Cognitive Impairment Using Movement Complexity". IEEE J. Biomed. Health Informatics Taha Khan, Peter G. Jacobs
2021	J	`jnl`	Prediction of Mild Cognitive Impairment Using Movement Complexity. IEEE J. Biomed. Health Informatics Taha Khan, Peter G. Jacobs
2020	J	`jnl`	Artificial Intelligence in Decision Support Systems for Type 1 Diabetes. Sensors Nichole S. Tyler, Peter G. Jacobs
2018	—	`conf`	Design and evaluation of a portable smart-phone based peripheral neuropathy test platform. EMBC Peter G. Jacobs, Peter Hanaway, Joseph Leitschuh, John Condon, Uma Rajhbeharrysingh, Clara Mosquera-Lopez, Carolyn Guidarelli, Kerri Winters-Stone
2018	—	`conf`	In-Home Sleep Apnea Severity Classification using Contact-free Load Cells and an AdaBoosted Decision Tree Algorithm. EMBC Clara Mosquera-Lopez, Joseph Leitschuh, John Condon, Chad C. Hagen, Cody Hanks, Peter G. Jacobs
2016	—	`conf`	Context-aware fall detection using inertial sensors and time-of-flight transceivers. EMBC Mahesh C. Shastry, Meysam Asgari, Eric A. Wan, Joseph Leitschuh, Nicholas Preiser, Jon Folsom, John Condon, Michelle Cameron, Peter G. Jacobs
2016	—	`conf`	Design of a dual-hormone model predictive control for artificial pancreas with exercise model. EMBC Navid Resalat, Joseph El Youssef, Ravi Reddy, Peter G. Jacobs
2015	—	`conf`	A time-frequency respiration tracking system using non-contact bed sensors with harmonic artifact rejection. EMBC Zachary T. Beattie, Peter G. Jacobs, Thomas C. Riley, Chad C. Hagen
2015	—	`conf`	Multi-resident identification using device-free IR and RF fingerprinting. EMBC Erich R. Schafermeyer, Eric A. Wan, Shadman Samin, Noah Zentzis, Nicholas Preiser, John Condon, Jon Folsom, Peter G. Jacobs
2014	J	`jnl`	Automated Control of an Adaptive Bihormonal, Dual-Sensor Artificial Pancreas and Evaluation During Inpatient Studies. IEEE Trans. Biomed. Eng. Peter G. Jacobs, Joseph El Youssef, Jessica Castle, Parkash Bakhtiani, Deborah Branigan, Matthew Breen, David Bauer, Nicholas Preiser, Gerald Leonard, Tara Stonex, W. Kenneth Ward
2014	J	`jnl`	Continuous Gait Velocity Estimation using Houseohld Motion Detectors. CoRR Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
2014	—	`conf`	Measuring in-home walking speed using wall-mounted RF transceiver arrays. EMBC Peter G. Jacobs, Eric A. Wan, Erich Schafermeyer, Fatema Adenwala, Anindya Sao Paul, Nick Preiser, Jeffrey A. Kaye
2014	Misc	`conf`	MobileRF: a robust device-free tracking system based on a hybrid neural network HMM classifier. UbiComp Anindya Sao Paul, Eric A. Wan, Fatema Adenwala, Erich Schafermeyer, Nick Preiser, Jeffrey A. Kaye, Peter G. Jacobs
2013	J	`jnl`	Passive In-home Estimation of Gait Velocity From Motion Sensors. CoRR Rajib Rana, Daniel Austin, Peter G. Jacobs, Mohanraj Karunanithi, Jeffrey A. Kaye
2012	J	`jnl`	Development and Evaluation of a Portable Audiometer for High-Frequency Screening of Hearing Loss From Ototoxicity in Homes/Clinics. IEEE Trans. Biomed. Eng. Peter G. Jacobs, Grayson Silaski, Debra Wilmington, Samuel Gordon, Wendy J. Helt, Garnett McMillan, Stephen A. Fausti, Marilyn Dille
2011	—	`conf`	Development of a fully automated closed loop artificial pancreas control system with dual pump delivery of insulin and glucagon. EMBC Peter G. Jacobs, Joseph El Youssef, Jessica R. Castle, Julia M. Engle, Deborah L. Branigan, Phillip Johnson, Ryan Massoud, Apurv Kamath, W. Kenneth Ward