crossrefMachine Learning and Knowledge Extraction2026-06-12
Do Foundation Models Truly Outperform Domain-Specific Models? Evidence from Digital Pathology
Foundation models (FMs) are increasingly proposed as general-purpose solutions for computational pathology, with the potential to simplify clinical artificial intelligence deployment by reducing the need for task-specific architectures. However, their reliability across cancer do…