Causal AI: Lifestyle Change Benefit Calculator
Imperial Centre for Cardiovascular Disease Prevention · Imperial College London
♻ Generate random patient (simulated)
Core Risk Factors (SCORE2)
Sex
— select —
Male
Female
Age (years)
Smoking
— select —
No
Current
Ethnicity
— select —
White
Black
Asian
Mixed
SBP (mmHg)
TC (mmol/L)
HDL (mmol/L)
Diabetes
— select —
No
Yes
Prior CVD
No — primary prevention only
Diabetes Parameters (SCORE2-DM)
Age at DM diagnosis
eGFR (mL/min/1.73m²)
Anti-diabetic meds
— select —
No
Yes
Lifestyle & Extended Risk Factors
LDL (mmol/L)
BMI (kg/m²)
HbA1c (mmol/mol)
Pack-years
Hypertension
— select —
No
Yes
Anti-HT meds
— select —
No
Yes
Familial Hypercholesterolaemia
— select —
No
Yes
Lipid-lowering
— select —
No
Yes
Physical activity
— select —
Low (<150 min/wk)
Moderate
High (>300 min/wk)
Alcohol frequency
— select —
Less than daily
Daily
Calculate Risk & Lifestyle Benefit
AI Patient Assistant
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