Gideon Vos

Stabilizing machine learning for reproducible and explainable results: A novel validation approach to subject-specific insights

2025 · Computer Methods and Programs in Biomedicine

INTRODUCTION: Machine Learning (ML) is transforming medical research by enhancing diagnostic accuracy, predicting disease progression, and personalizing treatments. While general models trained on large datasets identify broad patterns across populations, the diversity of human biology, …