Feature-based machine learning model for real-time hypoglycemia prediction
Background: Hypoglycemia is a serious health concern in youth with type 1 diabetes (T1D).
Real-time data from continuous glucose monitoring (CGM) can be used to predict …
Real-time data from continuous glucose monitoring (CGM) can be used to predict …
Optimized type-2 fuzzy controller based on IoMT for stabilizing the glucose level in type-1 diabetic patients
Due to advancements in existing Internet of Medical Things (IoMT) systems and devices, the
blood glucose level (BGL) for type-1 diabetic patients (T1DPs) is effectively and continually …
blood glucose level (BGL) for type-1 diabetic patients (T1DPs) is effectively and continually …
A review on control-relevant glucose–insulin dynamics models and regulation strategies
S Bhonsle, S Saxena - … Engineers, Part I: Journal of Systems …, 2020 - journals.sagepub.com
This article presents a state-of-the-art review on automated control of blood sugar, especially
for Type 1 diabetic patients. A brief introduction is provided so as to justify how this …
for Type 1 diabetic patients. A brief introduction is provided so as to justify how this …
Observer based nonlinear control design for glucose regulation in type 1 diabetic patients: An LMI approach
This paper deals with the design of observer-based nonlinear control of blood glucose
concentration (BGC) of Type 1 diabetes mellitus (T1DM) patients in a Linear Matrix …
concentration (BGC) of Type 1 diabetes mellitus (T1DM) patients in a Linear Matrix …
Robust observer-based adaptive control of blood glucose in diabetic patients
The objective of this paper is to design a robust observer-based adaptive controller for an
intravenous glucose tolerance test (IVGTT) model of Type 1 Diabetes Mellitus (T1DM) …
intravenous glucose tolerance test (IVGTT) model of Type 1 Diabetes Mellitus (T1DM) …
Hypoglycemia prevention: PID-type controller adaptation for glucose rate limiting in Artificial Pancreas System
Within the development of closed-loop glucose controllers, one of the major risks is insulin
induced hypoglycemia due to controller overreaction. In this paper, a novel strategy based …
induced hypoglycemia due to controller overreaction. In this paper, a novel strategy based …
Statistical and spectral analysis of ECG signal towards achieving non-invasive blood glucose monitoring
Background Globally, the cases of diabetes mellitus (diabetes) have increased in the past
three decades, and it is recorded as one of the leading cause of death. This epidemic is a …
three decades, and it is recorded as one of the leading cause of death. This epidemic is a …
Evaluation of blood glucose level control in type 1 diabetic patients using deep reinforcement learning
Diabetes mellitus is a disease associated with abnormally high levels of blood glucose due
to a lack of insulin. Combining an insulin pump and continuous glucose monitor with a …
to a lack of insulin. Combining an insulin pump and continuous glucose monitor with a …
An augmented subcutaneous type 1 diabetic patient modelling and design of adaptive glucose control
In the present work, an augmented subcutaneous (SC) model of type 1 diabetic patients
(T1DP) is proposed first by estimating the model parameters with the aid of nonlinear least …
(T1DP) is proposed first by estimating the model parameters with the aid of nonlinear least …
Novel programmable readout amplifier and potentiostat for glucose sensing applications
The paper presents a novel design of programmable current mode readout amplifier and
potentiostat circuits for glucose sensing applications. In the proposed design, the threshold …
potentiostat circuits for glucose sensing applications. In the proposed design, the threshold …