Development and Applications of Pathology Foundation Models in Cancer Diagnosis
This paper points out the main challenges currently faced in this field in terms of long-tail generalization, evaluation bias, engineering reproduction threshold, and the reliability of multimodal output, and looks forward to the future development direction of pathology foundation models for reliable clinical deployme...