Description

Ambler et al developed models for predicting in-hospital mortality following repair of an abdominal aortic aneurysm. One model uses perioperative data. The authors are from the Audit and Quality Improvement Committee of the Vascular Society of Great Britain and Ireland.


Patient selection: repair of an abdominal aortic aneurysm

 

Outcome: in-hospital mortality

 

Parameters:

(1) AAA reoperation

(2) admission mode

(3) age in years

(4) serum creatinine in µmol/L

(5) minimum systolic blood pressure during surgery

(6) history of cardiac disease

(7) intraoperative blood loss (scaled from 1 to 4)

(8) ASA grade

(9) serum albumin n g/L

(10) maximum intraoperative pulse in beats per minute

 

Blood Loss

Factor

< 1 liter

1

1 to 2 liters

2

2 to 5 liters

3

> 5 liters

4

 

 

Parameter

Finding

Points

AAA reoperation

no

0

 

yes

1.6319

admission mode

planned (elective)

0

 

emergency

1.3532

 

unplanned nonemergency

0.6284

age in years

 

0.0467 * (age)

serum creatinine

 

0.0036 * (creatinine)

cardiac history

no

0

 

yes

0.4601

blood loss

 

0.5818 * (factor)

ASA grade

 

0.3636 * (ASA)

serum albumin

 

-0.0286 * (albumin)

minimum systolic blood pressure

 

- 0.0197 * (SBP)

maximum pulse

 

0.0000455 * ((pulse)^2)

 

X =

= SUM(points for all 10 parameters) - 7.4339

 

probability of in-hospital mortality =

= 1 / (1+ EXP((-1) * X))

 

Performance:

• The area under the ROC curve is 0.89.


To read more or access our algorithms and calculators, please log in or register.