Patient Intake

Healthcare AI Risk Console

Local

Vitals

Age

Sex

Heightcm

Weightkg

Systolic BP

Glucose available

Glucosemg/dL

Calculated BMI

28.5

Health Profile

High cholesterolCholesterol checkedSmokerStroke historyHeart diseaseDifficulty walking

General health3

15

Mental health days2

030

Physical health days2

030

Lifestyle and Access

Physical activityFruit intakeVegetable intakeHeavy alcoholHealthcare coverageCost barrier

Education level5

16

Income level5

18

AI/ML Decision Support

Trained Kaggle risk model with explainability, retrieved clinical context, memory, and deployment-ready API/UI separation. Educational prototype only; not medical advice.

Not run

Predicted Risk

Awaiting assessment

Risk Probability—

0%50%100%

BMI

—

Confidence

Waiting

Escalation

Not assigned

Ready for assessment

Fill in the patient profile and run the trained Kaggle artifact through the FastAPI inference service.