One-Slide Calibration of Pathology Foundation Models

An academic paper published on arXiv that proposes the SlideRuler method to address scanner variability in pathology foundation models. The single-slide calibration technique reduces cross-scanner feature distances without retraining or fine-tuning the underlying foundation model.