Karin Stacke

A Closer Look at Domain Shift for Deep Learning in Histopathology

2019 · arXiv (Cornell University)

Domain shift is a significant problem in histopathology. There can be large differences in data characteristics of whole-slide images between medical centers and scanners, making generalization of deep learning to unseen data difficult. To gain …