94.1% Accurate Medical AI with Real-time Clinical Explanations
| Metric | Clinical Standard | Our Performance | Improvement |
|---|---|---|---|
| Accuracy | 85-90% | 94.1% | +4.1% to +9.1% |
| AUC Score | 0.85-0.92 | 0.967 | +0.047 to +0.117 |
| Explainability | Limited | 100% Coverage | Full Transparency |
94.1% Accuracy Validation
Professional Medical AI Dashboard
Click image to try live demo
Enterprise-Grade Architecture
SHAP Global Feature Explanations
git clone https://github.com/Ariyan-Pro/ExplainableAI-HeartDisease.git
cd ExplainableAI-HeartDisease
pip install -r requirements.txt
python dashboard/app.py
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