Search Results - "Mohammad Reza Askari"

Detection and Classification of Unannounced Physical Activities and Acute Psychological Stress Events for Interventions in Diabetes Treatment by Askari, Mohammad Reza, Abdel-Latif, Mahmoud, Rashid, Mudassir, Sevil, Mert, Cinar, Ali

“…Detection and classification of acute psychological stress (APS) and physical activity (PA) in daily lives of people with chronic diseases can provide…”
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Artificial Intelligence Algorithms for Treatment of Diabetes by Rashid, Mudassir M, Askari, Mohammad Reza, Chen, Canyu, Liang, Yueqing, Shu, Kai, Cinar, Ali

“…Artificial intelligence (AI) algorithms can provide actionable insights for clinical decision-making and managing chronic diseases. The treatment and…”
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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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Potato Consumption and Risk of Site-Specific Cancers in Adults: A Systematic Review and Dose-Response Meta-Analysis of Observational Studies by Darooghegi Mofrad, Manije, Mozaffari, Hadis, Askari, Mohammad Reza, Amini, Mohammad Reza, Jafari, Alireza, Surkan, Pamela J, Azadbakht, Leila

“…The etiology of cancer type may vary significantly due to anatomy, embryology, and physiology of the cancer site. Although the association between potato…”
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Multi-Task Classification of Physical Activity and Acute Psychological Stress for Advanced Diabetes Treatment by Abdel-Latif, Mahmoud, Askari, Mohammad Reza, Rashid, Mudassir M., Park, Minsun, Sharp, Lisa, Quinn, Laurie, Cinar, Ali

“…Wearable sensor data can be integrated and interpreted to improve the treatment of chronic conditions, such as diabetes, by enabling adjustments in treatment…”
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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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Incidence and Clinical Signs of Post Thrombotic Syndrome in Patients with Deep Vein Thrombosis in a Three-year Follow-up by Hossein Hemmati, Mohammad Reza Askari, Pantea Haj Reza, Reza Balassi, Zakiyeh Jafaryparvar, Ghazaleh Hemmati, Mohaya farzin

“…Background and purpose: Despite extensive studies on prevention and management of deep vein thrombosis (DVT), less attention has been paid to chronic venous…”
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Adaptive personalized prior-knowledge-informed model predictive control for type 1 diabetes by Sun, Xiaoyu, Rashid, Mudassir, Askari, Mohammad Reza, Cinar, Ali

“…This work considers the problem of adaptive prior-informed model predictive control (MPC) formulations that explicitly incorporate prior knowledge in the model…”
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Observer-based adaptive fuzzy controller for nonlinear systems with unknown control directions and input saturation by Askari, Mohammad Reza, Shahrokhi, Mohammad, Khajeh Talkhoncheh, Mahdi

“…This paper addresses design of an observer-based adaptive fuzzy controller for a class of single-input–single-output (SISO) nonlinear systems with unknown…”
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Knowledge assets, innovation ambidexterity and firm performance in knowledge-intensive companies by Asiaei, Kaveh, Bontis, Nick, Askari, Mohammad Reza, Yaghoubi, Mehdi, Barani, Omid

“…Purpose This study aims to build upon resource orchestration theory to theorize and empirically test a model that demonstrates how knowledge assets and…”
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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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A Novel Optimal Scheduling Framework for Hybrid Microgrids Based on Alternating Direction Method of Multipliers by Askari, Mohammad Reza, Niknam, Taher

“…Optimal operation and management of hybrid AC–DC microgrids are challenging issues due to the in-equivalent voltage level/type as well as heterogeneous…”
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Observer-Based adaptive neural network controller for uncertain nonlinear systems with unknown control directions subject to input time delay and saturation by Khajeh Talkhoncheh, Mahdi, Shahrokhi, Mohammad, Askari, Mohammad Reza

“…This paper addresses the design of an observer based adaptive neural controller for a class of strict-feedback nonlinear uncertain systems subject to input…”
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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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Discrimination of simultaneous psychological and physical stressors using wristband biosignals by Sevil, Mert, Rashid, Mudassir, Hajizadeh, Iman, Askari, Mohammad Reza, Hobbs, Nicole, Brandt, Rachel, Park, Minsun, Quinn, Laurie, Cinar, Ali

“…•Algorithms are developed for detecting and discriminating acute psychological stress in the presence of concurrent physical activities.•Wristband biosignals…”
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Adaptive-learning model predictive control for complex physiological systems: Automated insulin delivery in diabetes by Askari, Mohammad Reza, Hajizadeh, Iman, Rashid, Mudassir, Hobbs, Nicole, Zavala, Victor M., Cinar, Ali

“…An adaptive-learning model predictive control (AL-MPC) framework is proposed for incorporating disturbance prediction, model uncertainty quantification,…”
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Incorporating Prior Information in Adaptive Model Predictive Control for Multivariable Artificial Pancreas Systems by Sun, Xiaoyu, Rashid, Mudassir, Hobbs, Nicole, Brandt, Rachel, Askari, Mohammad Reza, Cinar, Ali

“…Background: Adaptive model predictive control (MPC) algorithms that recursively update the glucose prediction model are shown to be promising in the…”
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Determining Physical Activity Characteristics From Wristband Data for Use in Automated Insulin Delivery Systems by Sevil, Mert, Rashid, Mudassir, Maloney, Zacharie, Hajizadeh, Iman, Samadi, Sediqeh, Askari, Mohammad Reza, Hobbs, Nicole, Brandt, Rachel, Park, Minsun, Quinn, Laurie, Cinar, Ali

“…Algorithms that can determine the type of physical activity (PA) and quantify the intensity can allow precision medicine approaches, such as automated insulin…”
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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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Artifact Removal from Data Generated by Nonlinear Systems: Heart Rate Estimation from Blood Volume Pulse Signal by Askari, Mohammad Reza, Rashid, Mudassir, Sevil, Mert, Hajizadeh, Iman, Brandt, Rachel, Samadi, Sediqeh, Cinar, Ali

“…Artifacts are disturbances affecting a measured signal that are not originating from the process itself. This paper addresses the problem of heart rate (HR)…”
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