Search Results - "Shahidehpour, Andrew"

Identification of Glucagon Secretion Patterns during an Oral Glucose Tolerance Test by Shahidehpour, Andrew, Rashid, Mudassir, Askari, Mohammad Reza, Ahmadasas, Mohammad, Cinar, Ali

“…Impaired glucagon secretion is a major component of glucose intolerance in type 2 diabetes mellitus (T2D). Glucagon secretion exhibits heterogenous patterns in…”
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Acute Psychological Stress Detection Using Explainable Artificial Intelligence for Automated Insulin Delivery by Abdel-Latif, Mahmoud M., Rashid, Mudassir M., Askari, Mohammad Reza, Shahidehpour, Andrew, Ahmadasas, Mohammad, Park, Minsun, Sharp, Lisa, Quinn, Lauretta, Cinar, Ali

“…Acute psychological stress (APS) is a complex and multifactorial phenomenon that affects metabolism, necessitating real-time detection and interventions to…”
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Prior informed regularization of recursively updated latent-variables-based models with missing observations by Sun, Xiaoyu, Rashid, Mudassir, Hobbs, Nicole, Askari, Mohammad Reza, Brandt, Rachel, Shahidehpour, Andrew, Cinar, Ali

“…Many data-driven modeling techniques identify locally valid, linear representations of time-varying or nonlinear systems, and thus the model parameters must be…”
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1132-P: Classification and Prediction of Diabetes Using Electronic Health Records and Wearable Devices for Clinical Decision Support by SHAHIDEHPOUR, ANDREW, FRITSCHI, CYNTHIA, RASHID, MUDASSIR, CINAR, ALI, QUINN, LAURIE T.

“…Introduction: Diagnosis of T2DM necessitates clinical tests that are time-consuming and expensive. Machine learning (ML) techniques can accelerate the…”
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Detection of Meals and Physical Activity Events From Free-Living Data of People With Diabetes by Askari, Mohammad Reza, Rashid, Mudassir, Sun, Xiaoyu, Sevil, Mert, Shahidehpour, Andrew, Kawaji, Keigo, Cinar, Ali

“…Background: Predicting carbohydrate intake and physical activity in people with diabetes is crucial for improving blood glucose concentration regulation…”
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Multivariable Automated Insulin Delivery System for Handling Planned and Spontaneous Physical Activities by Askari, Mohammad Reza, Ahmadasas, Mohammad, Shahidehpour, Andrew, Rashid, Mudassir, Quinn, Laurie, Park, Minsun, Cinar, Ali

“…Background: Hybrid closed-loop control of glucose levels in people with type 1 diabetes mellitus (T1D) is limited by the requirements on users to manually…”
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A physical activity-intensity driven glycemic model for type 1 diabetes by Hobbs, Nicole, Samadi, Sediqeh, Rashid, Mudassir, Shahidehpour, Andrew, Askari, Mohammad Reza, Park, Minsun, Quinn, Laurie, Cinar, Ali

“…•Factors that affect the glycemic response include the intensity and duration of physical activity, plasma insulin concentrations, and the individual physical…”
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Modeling Metformin and Dapagliflozin Pharmacokinetics in Chronic Kidney Disease by Shahidehpour, Andrew, Rashid, Mudassir, Askari, Mohammad Reza, Ahmadasas, Mohammad, Abdel-Latif, Mahmoud, Fritschi, Cynthia, Quinn, Lauretta, Reutrakul, Sirimon, Bronas, Ulf G., Cinar, Ali

“…Chronic kidney disease (CKD) is a complication of diabetes that affects circulating drug concentrations and elimination of drugs from the body. Multiple drugs…”
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A Type 2 Diabetes Simulator for Multiscale Glycemic Dynamics by Shahidehpour, Andrew Navid

“…Diabetes mellitus affects more than 30 million people in the United States and more than 400 million people worldwide. It is estimated that 90-95% of these…”
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Meal and Physical Activity Detection from Free-living Data for Discovering Disturbance Patterns to Glucose Levels in People with Diabetes by Askari, Mohammad Reza, Rashid, Mudassir, Sun, Xiaoyu, Sevil, Mert, Shahidehpour, Andrew, Kawaji, Keigo, Cinar, Ali

“…Interpretation of time series data collected in free-living has gained importance in chronic disease management. Some data are collected objectively from…”
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