Site Is Decodable Before Pretraining: Negative Controls for Probing Frozen Brain-MRI Foundation Models.

arXiv:2608.10295v2 Announce Type: replace-cross Abstract: Brain foundation models are often tested with a probe. The model is frozen, a simple classifier is trained on its output, and the classifier's accuracy is taken as a sign of what pretraining learned. We