AI-Powered Screening Tool

CKD Risk Predictor

Minimal-feature Chronic Kidney Disease screening using 5 clinical parameters with 98.75% validated accuracy

98.75%
Accuracy
0.9993
AUC-ROC
5
Parameters
3
Lab Tests
🧪

Complete Blood Count

Hemoglobin + PCV

🧴

Urine Analysis

Specific Gravity + Albumin

🩸

Renal Function Test

Serum Creatinine

🩺

Enter Patient Parameters

5 features identified by SHAP explainability analysis
Blood
CKD avg: 11.1 g/dl Healthy avg: 15.1 g/dl
Urine
CKD avg: 1.014 Healthy avg: 1.022
Blood
CKD avg: 4.4 mg/dl (high = worse) Healthy avg: 0.9 mg/dl
Urine
CKD avg: Grade 1.7 Healthy: Grade 0 (absent)
Blood
CKD avg: 34.6% Healthy avg: 46.3%

Prediction Result

0%
CKD Probability

Feature Contribution