Foundation Models in Medical Image Analysis: A Systematic Review and Meta-Analysis.

arXiv:2510.16973v2 Announce Type: replace-cross Abstract: Recent advancements in foundation models (FMs) have catalyzed a paradigm shift in medical image analysis. Unlike traditional task-specific artificial intelligence (AI) models, FMs leverage large-scale d