The evolution of control algorithms in artificial pancreas: A historical perspective

G Quiroz - Annual Reviews in Control, 2019 - Elsevier
Blood glucose control algorithms have evolved since the beginnings of the artificial
pancreas in diabetes treatment. Although the main problem to solve remains as the …

Postprandial glucose control in type 1 diabetes: importance of the gastric emptying rate

R Lupoli, F Pisano, B Capaldo - Nutrients, 2019 - mdpi.com
The achievement of optimal post-prandial (PP) glucose control in patients with type 1
diabetes (T1DM) remains a great challenge. This review summarizes the main factors …

Intelligent Classification and Diagnosis of Diabetes and Impaired Glucose Tolerance Using Deep Neural Networks

AY Alanis, OD Sanchez, A Vaca-González… - Mathematics, 2023 - mdpi.com
Time series classification is a challenging and exciting problem in data mining. Some
diseases are classified and diagnosed based on time series. Such is the case for diabetes …

Model predictive control optimisation using the metaheuristic optimisation for blood pressure control

MR Ahmadpour, H Ghadiri, SR Hajian - IET Systems Biology, 2021 - Wiley Online Library
Given the importance of high blood pressure, it is important to control and maintain a
constant blood pressure level in the normal state. The main aim of this article is to design a …

Sliding mode control for a fractional‐order non‐linear glucose‐insulin system

MW Khan, M Abid, AQ Khan, G Mustafa… - IET Systems …, 2020 - Wiley Online Library
By providing the generalisation of integration and differentiation, and incorporating the
memory and hereditary effects, fractional‐order modelling has gotten significant attention in …

Ultimate bounds for a diabetes mathematical model considering glucose homeostasis

D Gamboa, LN Coria, PA Valle - Axioms, 2022 - mdpi.com
This paper deals with a recently reported mathematical model formulated by five first-order
ordinary differential equations that describe glucoregulatory dynamics. As main …

[PDF][PDF] Simulation-Based Synthesis of Personalised Therapies for Colorectal Cancer.

M Esposito, L Picchiami - OVERLAY@ GandALF, 2021 - academia.edu
In this short paper we present preliminary results on computing, in silico, personalised
therapies for Colorectal Cancer (CRC), one of the deadliest form of tumour for adult humans …

A comparative study of AI search methods for personalised cancer therapy synthesis in copasi

M Esposito, L Picchiami - … Conference of the Italian Association for Artificial …, 2021 - Springer
In recent years, optimisation methods in precision medicine have gained much attention
thanks to their ability to tackle relevant problems arising from clinical practice effectively. One …

System identification for T1D via artificial intelligence algorithms: Evolutionary or swarm

CP Flores-Gutiérrez, G Quiroz-Compean… - … Signal Processing and …, 2023 - Elsevier
This work contributes on how a parameter optimization scheme tackles the system
identification problem in type 1 diabetes (T1D) patients to derive a dynamical model with …

[PDF][PDF] Intelligent Search for Personalized Cancer Therapy Synthesis: an Experimental Comparison.

M Esposito, L Picchiami - IPS-RCRA@ AI* IA, 2021 - ceur-ws.org
CRC is one of the deadliest forms of tumor for adult humans, which often requires expensive
and highly toxic treatments. In this work, we exploit a recent System Biology Markup …