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README.md
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## Core Capabilities
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### Model Development
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## ⭐ Quick Start – Single Patient Mortality Prediction
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To **predict mortality probability for an individual patient**:
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1. Open the **Predict + SHAP (2️⃣ Predict)** tab
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2. Enter patient details across:
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- **Core**
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- **Clinical (Yes/No)**
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- **NGS**
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- **FISH**
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3. Click **Predict single patient**
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The system will automatically generate:
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- Predicted mortality probability (0–1)
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- Risk band (Low / Intermediate / High)
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- SHAP explanation showing which variables contributed most to the prediction
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- Downloadable results and plots
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This enables **transparent, patient-level, clinically interpretable risk estimation** in seconds.
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## Core Capabilities
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### Model Development
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