Simulation software for assessment of nonlinear and adaptive multivariable control algorithms: Glucose–insulin dynamics in Type 1 diabetes

Mudassir Rashid, Sediqeh Samadi, Mert Sevil, +8

Computers & Chemical Engineering

Nonlinear ControlType 1Control MethodEngineeringModel-based Control Technique +5

Determining Physical Activity Characteristics From Wristband Data for Use in Automated Insulin Delivery Systems

Mert Sevil, Mudassir Rashid, Zacharie Maloney, +7

IEEE Sensors Journal

Wearable SystemPhysical ActivityEngineeringMachine LearningMachine Learning Algorithms +16

Incorporating Unannounced Meals and Exercise in Adaptive Learning of Personalized Models for Multivariable Artificial Pancreas Systems

Iman Hajizadeh, Mudassir Rashid, Kamuran Turksoy, +7

Journal of Diabetes Science and Technology

Adaptive and Personalized Plasma Insulin Concentration Estimation for Artificial Pancreas Systems

Iman Hajizadeh, Mudassir Rashid, Sediqeh Samadi, +10

Journal of Diabetes Science and Technology

Model-fusion-based online glucose concentration predictions in people with type 1 diabetes

Xia Yu, Kamuran Turksoy, Mudassir Rashid, +9

Control Engineering Practice

Type 1Diabetes ManagementEngineeringData ScienceInsulin Management +7

Online Glucose Prediction Using Computationally Efficient Sparse Kernel Filtering Algorithms in Type-1 Diabetes

Xia Yu, Elizabeth Littlejohn, Laurie Quinn, +8

IEEE Transactions on Control Systems Technology

EngineeringMachine LearningKernel FiltersArtificial PancreasFiltering Technique +16

Social and competition stress detection with wristband physiological signals

Mert Sevil, Iman Hajizadeh, Sediqeh Samadi, +6

Wearable SystemEngineeringStress DetectionBiometricsWearable Technology +19

Detection and Characterization of Physical Activity and Psychological Stress from Wristband Data

Mert Sevil, Mudassir Rashid, Mohammad Reza Askari, +2

Signals

Wearable SystemPhysical ActivityEngineeringMachine LearningWearable Sensor +18

Multivariable Recursive Subspace Identification with Application to Artificial Pancreas Systems

Iman Hajizadeh, Mudassir Rashid, Kamuran Turksoy, +7

IFAC-PapersOnLine

EngineeringLinear SystemArtificial PancreasType 1Nonlinear System Identification +16

Assessing the Effects of Stress Response on Glucose Variations

Mert Sevil, Mudassir Rashid, Iman Hajizadeh, +7

Physical ActivityAcute Psychological StressWearable TechnologyHealth PsychologyMetabolic Syndrome +16