Clinical Pregnancy Prediction System

Distilled EBM · Explainable AI · Glass-box Model

Feature Tier Confidence · MICE Imputation · Evidence-Based
BaselineT1 · 24 var
StimulationT2 · 35 var
TransferT3 · 47 var

Distilled EBM · MICE Auto-Imputation · Data Not Stored

EBM Model Inference…

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Clinical Pregnancy Probability

EBM Feature Contributions (Additive Decomposition)

Disclaimer: This system is for research reference only and does not constitute medical diagnosis or treatment advice.

Model: Distilled EBM (Explainable Boosting Machine) · SoftLabel Knowledge Distillation

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