A feature-stable and explainable machine learning framework for trustworthy decision-making under incomplete clinical data. - Justyna Andrys-Olek; Paulina Tworek; Luca Gherardini; Mark W. Ruddock; Mary Jo Kurt; Peter Fitzgerald; José L. R. Sousa (CoRR, 2026)