Understanding and Mitigating Distribution Shifts in Volumetric Lung Nodule CAD Using a 3D Vision-Language Framework.
The effect of real-world distribution shifts on three-dimensional AI models for lung nodule analysis on CT and MedStyle-3DG, an open-source 3D vision-language framework for domain generalization, are quantified and evaluated.