Author

F. Mostafa

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Open access Sep 2026

Clinically Translatable Uncertainty Aware Machine Learning for Cardiovascular Disease Risk Analysis

ImportanceCardiovascular disease remains the leading cause of mortality worldwide. Although machine learning models have demonstrated strong predictive performance, limited attention has been given to uncertainty quantification and gender-specific risk factor identification, which are essential for clinically trustwort...

S. Roy, R. Imran, M. R. Haque et al. · medRxiv · 0 citations

Open access Sep 2026

Prediction of Parkinson disease progression from sparse longitudinal trajectories using multiclass likelihood contrast learning

A multiclass likelihood contrast classifier for sparse longitudinal trajectory recovery that offers an interpretable and competitive approach for sparse, unaligned longitudinal classification is developed and evaluated.

S. Pangeni, M. R. Haque, F. Mostafa · medRxiv · 0 citations