Physiological closed-loop control (PCLC) systems: Review of a modern frontier in automation

MJ Khodaei, N Candelino, A Mehrvarz, N Jalili - Ieee Access, 2020 - ieeexplore.ieee.org
Over the past decade, there has been an unprecedented international focus on improved
quality and availability of medical care, which has reignited interest in clinical automation …

An open source patient simulator for design and evaluation of computer based multiple drug dosing control for anesthetic and hemodynamic variables

CM Ionescu, M Neckebroek, M Ghita, D Copot - IEEE Access, 2021 - ieeexplore.ieee.org
We are witnessing a notable rise in the translational use of information technology and
control systems engineering tools in clinical practice. This paper empowers the computer …

Optimized PID control of depth of hypnosis in anesthesia

F Padula, C Ionescu, N Latronico, M Paltenghi… - Computer methods and …, 2017 - Elsevier
Abstract Background and Objective: This paper addresses the use of proportional-integral-
derivative controllers for regulating the depth of hypnosis in anesthesia by using propofol …

Enhancing wound healing through deep reinforcement learning for optimal therapeutics

F Lu, K Zlobina, NA Rondoni… - Royal Society …, 2024 - royalsocietypublishing.org
Finding the optimal treatment strategy to accelerate wound healing is of utmost importance,
but it presents a formidable challenge owing to the intrinsic nonlinear nature of the process …

E-drug delivery: A futuristic approach

KS Yadav, S Kapse-Mistry, GJ Peters, YC Mayur - Drug discovery today, 2019 - Elsevier
Highlights•E-drug delivery systems are undergoing descriptive model and technology
upgrades for patient comfort.•This technology should provide more-regulated drug dose …

Closed-loop control of anesthesia and mean arterial pressure using reinforcement learning

R Padmanabhan, N Meskin, WM Haddad - Biomedical Signal Processing …, 2015 - Elsevier
General anesthesia is required for some patients in the intensive care units (ICUs) with
acute respiratory distress syndrome. Critically ill patients who are assisted by mechanical …

A comparison of propofol-to-BIS post-operative intensive care sedation by means of target controlled infusion, Bayesian-based and predictive control methods: an …

M Neckebroek, CM Ionescu, K Van Amsterdam… - Journal of Clinical …, 2019 - Springer
Purpose We evaluated the feasibility and robustness of three methods for propofol-to-
bispectral index (BIS) post-operative intensive care sedation, a manually-adapted target …

Estimating the depth of anesthesia during the induction by a novel adaptive neuro-fuzzy inference system: a case study

N Jamali, A Sadegheih, MM Lotfi, LC Wood… - Neural Processing …, 2021 - Springer
This study aims to estimate the depth of anesthesia (DOA) at a safe and appropriate level
taking into account the patient characteristics during the induction phase. Bi-spectral Index …

Optimized PID control of propofol and remifentanil coadministration for general anesthesia

L Merigo, F Padula, N Latronico, M Paltenghi… - … in nonlinear science …, 2019 - Elsevier
A closed-loop control system for the control of the depth of hypnosis in anesthesia by using
propofol-remifentanil coadministration and the Bispectral Index as feedback signal is …

Linear MPC for anesthesia process with external predictor

A Pawłowski, M Schiavo, N Latronico… - Computers & Chemical …, 2022 - Elsevier
In this paper we present a new model predictive control system for the depth of hypnosis in
general anesthesia. The depth of hypnosis is measured by the Bispectral Index Scale signal …