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Bayesian model-based versus Reinforcement learning closed-loop control of BIS guided propofol administration during intra-operative anesthesia.

Bayesian model-based versus Reinforcement learning closed-loop control of BIS guided propofol administration during intra-operative anesthesia. - Bayesian model-based versus R.L. closed-loop anesthetic control

Status
Unknown
Phases
Unknown
Study type
Observational
Source
NL-OMON
Registry ID
NL-OMON34212
Enrollment
20
Registered
2010-07-02
Start date
Unknown
Completion date
Unknown
Last updated
2024-05-06

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

chirurgische ASA class I and II patienten die gehele narcose ondergaan closed loop control computer program

Interventions

None listed

Sponsors

Universitair Medisch Centrum Groningen
Lead Sponsor

Eligibility

Age
18 Years to 99 Years

Inclusion criteria

Inclusion criteria: Age > 18 years and

Exclusion criteria

Exclusion criteria: patient refusal ASA class > 2 BMI 29 allergy to one of the study medication chronic pain neurological disorder including CVA, stroke, etc* recent use of psycho-active medication, including alcohol abuse history of difficult airway management documented liver and kidney disease

Design outcomes

Primary

MeasureTime frame
to compare the robustness of two existing closed-loop control technologies for BIS-guided propofol administration in combination with open-loop effect-compartment controlled remifentanil infusion. Robustness of the controllers will be evaluated and compared according to widely accepted laboratory performance criteria and peri-operative clinical outcome.

Secondary

MeasureTime frame
In the Bayesian controller, the time course of the Ce50 of propofol versus the CeRemi will be analyzed. In both controllers, hemodynamic stability during induction, maintenance and recovery will be compared between controller groups. Recovery times will be compared between groups.

Countries

Netherlands

Outcome results

None listed

Source: NL-OMON (via WHO ICTRP)