A review of modern control strategies for clinical evaluation of propofol anesthesia administration employing hypnosis level regulation

M Ilyas, MFU Butt, M Bilal, K Mahmood… - BioMed research …, 2017 - Wiley Online Library
Regulating the depth of hypnosis during surgery is one of the major objectives of an
anesthesia infusion system. Continuous administration of Propofol infusion during surgical …

Automation of anaesthesia: a review on multivariable control

JJ Chang, S Syafiie, R Kamil, TA Lim - Journal of clinical monitoring and …, 2015 - Springer
Anaesthesia is a multivariable problem where a combination of drugs are used to induce
desired hypnotic, analgesia and immobility states. The automation of anaesthesia may …

Optimal adaptive control of drug dosing using integral reinforcement learning

R Padmanabhan, N Meskin, WM Haddad - Mathematical biosciences, 2019 - Elsevier
In this paper, a reinforcement learning (RL)-based optimal adaptive control approach is
proposed for the continuous infusion of a sedative drug to maintain a required level of …

On automation in anesthesia

K Soltész - 2013 - portal.research.lu.se
The thesis discusses closed-loop control of the hypnotic and the analgesic components of
anesthesia. The objective of the work has been to develop a system which independently …

[HTML][HTML] Regulation of hypnosis in Propofol anesthesia administration based on non-linear control strategy

M Ilyas, A Khaqan, J Iqbal, RA Riaz - Revista Brasileira de …, 2017 - SciELO Brasil
Continuous adjustment of Propofol in manual delivery of anesthesia for conducting a
surgical procedure overburdens the workload of an anesthetist who is working in a multi …

Hypnosis regulation in propofol anaesthesia employing super‐twisting sliding mode control to compensate variability dynamics

M Ilyas, J Iqbal, S Ahmad, AA Uppal… - IET Systems …, 2020 - Wiley Online Library
Regulation of hypnosis level on bi‐spectral index monitor (BIS) during a surgical procedure
in propofol anaesthesia administration is a challenging task for an anaesthesiologist in multi …

A nonovershooting tracking controller for simultaneous infusion of anesthetics and analgesics

R Padmanabhan, N Meskin, CM Ionescu… - … Signal Processing and …, 2019 - Elsevier
In this paper, a nonovershooting tracking controller is proposed for the continuous infusion
of multiple drugs that have interactive effects. The proposed controller design method …

Individualized closed-loop anesthesia through patient model partitioning

Y Wahlquist, K van Heusden… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Closed-loop controlled drug dosing has the potential of revolutionizing clinical anesthesia.
However, inter-patient variability in drug sensitivity poses a central challenge to the …

[HTML][HTML] Automated covariate modeling using efficient simulation of pharmacokinetics

Y Wahlquist, K Soltesz - IFAC Journal of Systems and Control, 2024 - Elsevier
Pharmacometric modeling plays an important role in drug development and personalized
medicine. Pharmacometric covariate models can be used to describe the relationships …

Constrained model predictive control of hypnosis

S Khosravi - 2015 - open.library.ubc.ca
This thesis investigates the design and performance of a model predictive controller (MPC)
for the automatic control of hypnosis. It constitutes the first step towards automatic control of …