Patient Covariates
Sex
Age
yr
Weight
kg
Height
cm
Propofol Concentration
Dosing Mode
Infusion Rate
cc/hr
Bolus Dose
mg
Push Rate
cc/hr
① Bolus phase
Bolus Dose
mg
Push Rate
cc/hr
② Maintenance infusion
Infusion Rate
cc/hr
Target Ce Band (μg/mL)
Lower
Upper
Time Range
BIS Correlation (Eleveld 2018)
Ce → Predicted BIS
Schnider Ce@5min
Marsh Ce@5min
BIS 60 threshold Ce
BIS 40 threshold Ce
Key Values
Schnider
Cp @ 5 min—
Ce @ 5 min—
Cp Peak—
Css—
Marsh
Cp @ 5 min—
Ce @ 5 min—
Cp Peak—
Css—
Combined View Model
Select:
Schnider Cp
Schnider Ce
Marsh Cp
Marsh Ce
Target Band
BIS(Schnider)
BIS(Marsh)
— BIS 60
— BIS 40
Patient Covariates
Sex
Age
yr
Weight
kg
Height
cm
Remifentanil Concentration
Dosing Mode
Infusion Rate
cc/hr
① Bolus phase
Bolus Dose
mcg
Push Rate
cc/hr
② Maintenance infusion
Infusion Rate
cc/hr
① Initial infusion
Initial Rate
cc/hr
Duration
min
② New infusion rate
New Rate
cc/hr
Target Ce Band (ng/mL)
Lower
Upper
Time Range
Key Values
Minto 1997
LBM—
ke0—
Cp @ 5 min—
Ce @ 5 min—
Cp Peak—
Css—
Cp (plasma)
Ce (effect-site)
Target Band
Patient Covariates
Sex
Age
yr
Weight
kg
Concomitant Opioids
OFF
Solution Concentration
Dosing Mode
Infusion Rate
mL/hr
① Bolus
Bolus Dose
mg
Push Rate
mL/hr
② Maintenance
Infusion Rate
mL/hr
① Initial infusion
Initial Rate
mL/hr
Duration
min
② New rate
New Rate
mL/hr
Target Ce Band (ng/mL)
Lower
Upper
Time Range
BIS Correlation (Eleveld 2025)
Ce → Predicted BIS
Eleveld Ce@30min—
Zhou Ce@30min—
BIS≤60 threshold Ce
—
BIS≤40 threshold Ce
—
Key Values
Eleveld 2025
ke0—
Cp @ 5min—
Ce @ 5min—
Cp Peak—
Css—
Zhou 2020
ke0—
Cp @ 5min—
Ce @ 5min—
Cp Peak—
Css—
Combined View Model
Select:
Eleveld Cp
Eleveld Ce
Zhou Cp
Zhou Ce
Target Band
Propofol: Schnider | Remifentanil: Minto | Remimazolam: Eleveld
Sex: M
Age: 50 yr
Wt: 70 kg
Ht: 170 cm
● Propofol
Continuous
60 cc/hr
Ce 2–4 μg/mL
Cp@5min: — | Ce@5min: — | Css: —
● Remifentanil
Continuous
20 cc/hr
Ce 2–5 ng/mL
Cp@5min: — | Ce@5min: — | Css: —
● Remimazolam
Continuous
12 mL/hr
Ce 650–1300 ng/mL
Cp@5min: — | Ce@5min: — | Css: —
t = 0.0 min
Propofol —
Cp: —
Ce: —
Remifentanil —
Cp: —
Ce: —
Remimazolam —
Cp: —
Ce: —
Time Range