How Much MRI Preprocessing Is Enough? A Cost-Utility Study for Brain MRI Foundation Models

Jiangshuan Pang, Wangyang Tang, Jing Yan +6

MRI preprocessing defines the input distribution seen by brain MRI foundation models, yet it is usually treated as routine data cleaning rather than a modeling choice. We ask how m…