Rafael Medelean

Understanding and Mitigating Distribution Shifts in Volumetric Lung Nodule CAD Using a 3D Vision-Language Framework.

As artificial intelligence becomes increasingly integrated into medical imaging practice, its robustness across heterogeneous real-world settings remains a major challenge. We quantified the effect of real-world distribution shifts on three-dimensional AI models for lung nodule analysis on CT and, motivated by these sh...