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P. Vatiwutipong

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Preprint Aug 2026

xMICD: Explainable Representation of Multiple ICD Codes

xMICD provides a practical way to integrate embedding-based semantic relationships into interpretable clinical feature spaces for machine learning models, and achieves predictive performance comparable to embedding-based representations such as ICD2Vec across multiple clinical prediction tasks.

P. Vatiwutipong, Kumkup Keeratisiwakul, Albert Phuoc Kien Van Truong et al. · 0 citations