arXiv cs.CV
· Papers
Do 3D Medical Foundation Models See Through MRI Artifacts? A Controlled Study of Representation Robustness
arXiv:2608.06613v1 Announce Type: new Abstract: Self-supervised 3D medical foundation models are increasingly used as general-purpose feature extractors, yet their sensitivity to MRI artifacts remains poorly understood. We present a controlled evaluation of representation robustness across five pretrained 3D encoders s