Project: A complete drug regulatory guide for surgical interventions under general anesthesia
2018-10-01 – 2022-09-30
- Abstract
This postdoctoral fellowship will provide a complete regulatory system for optimal control of
general anesthesia by means of all its three components: hypnosis, analgesia and neuromuscular
blockade but also to introduce the interaction with the hemodynamic system (cardio-regulatory
loops). Disturbances occurring in the operation theatre origin from surgical stimulation, for which
profiles are available. From the point of view of modelling and control hypnosis and
neuromuscular blockade are well characterized. Analgesia is still the missing piece in the
anesthesia paradigm. The outcome of my PhD thesis enables the first steps (i.e. the nociceptor
pathway model makes the link between the surgical stimulation and the perception to the patient
of its effect) towards a model to characterize analgesia which will lead to a full regulatory system.
To date, nowhere worldwide exist such a complete system in simulation studies, let alone in
practice. Such a system will consist of multiple input and multiple output variable analysis, model
development and adaptation and robust, stable, adaptive control algorithms. Safety loops will be
mimicked into the system, as well as surgical disturbances and noxious stimulation profiles. All
these independent feature are available in their single regulatory loop. Their combination and the
effect of their combination on the patient state profiles is yet unknown.
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Robustness analysis of a fractional order control system for the hemodynamic variables in anesthetized patients
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Modelling of blood loss influence on propofol concentrations and anesthetic states in critical responses
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- Journal Article
- A1
- open access
Model identification and control of electromagnetic actuation in continuous casting process with improved quality
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- Journal Article
- A1
- open access
Bioelectrical impedance analysis of thermal-induced cutaneous nociception
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Uncertainty minimization and feasibility study for managing the complex and interacting anesthesia-hemodynamic system
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Artificial intelligence for pain classification with the non-invasive pain monitor Anspec-Pro
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- Journal Article
- A1
- open access
Model calibration of pharmacokinetic-pharmacodynamic lung tumour dynamics for anticancer therapies
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- Journal Article
- A1
- open access
Ergonomic and economic office light level control
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- Journal Article
- A1
- open access
Impedance spectroscopy sensing material properties for self-tuning ratio control in pharmaceutical industry
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Pharmaco-impedance modelling for lung cancer therapy with predictive control