Y. R. Hou

Causal Explainability of Machine Learning in Heart Failure Prediction from Electronic Health Records

2025 · arXiv (Cornell University)

The importance of clinical variables in the prognosis of the disease is explained using statistical correlation or machine learning (ML). However, the predictive importance of these variables may not represent their causal relationships with diseases. …