Author

E.-H. Lim

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Open access Oct 2026

ASNet: mortality and valve replacement prediction in patients with aortic stenosis using explainable artificial intelligence in a multi-ethnic asian cohort

Better risk stratification in aortic stenosis (AS) for prognostication and decision for early valvular intervention purposes is in need. Complex relationships between various clinical parameters for risk stratification may not be easily delineated using conventional linear regression methods. A machine learning a...

E. Lim, S. Jauhari, C. Sia et al. · European Heart Journal · 0 citations

#explainable ai Open access Sep 2026

"Mortality Prediction in Heart Failure using Explainable AI: Development and Validation of the EXACT-HF Model in a Nationwide Multi-Ethnic Asian Cohort"

In external validation, interpretable models substantially outperformed established HF risk scores for short- and long-term mortality and simultaneously localised correctable therapeutic gaps, supporting a prediction-to-action tool deployable with ten bedside variables.

S. M. Jauhari, Wai-Lok Yeung, T. Li et al. · medRxiv · 0 citations