Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation

1 code implementation • 2 Feb 2021 • Rikiya Yamashita, Jin Long, Snikitha Banda, Jeanne Shen, Daniel L. Rubin

Although various methods such as domain adaptation and domain generalization have evolved to combat this challenge, learning robust and generalizable representations is core to medical image understanding, and continues to be a problem.

Data Augmentation Domain Generalization +1