Articles: Domain Generalization

Common challenges in machine learning for pathology.

Some of the key components for robust models: quality control, generalizable, and properly validated.

Exploring a variety of approaches: stain normalization, color augmentation, adversarial domain adaptation, model adaptation, and finetuning.