Reversed domain adaptation for nuclei segmentation-based pathological image classification

Zhixin Xu, Seohoon Lim, Yucheng Lu, Seung-Won Jung

Abstract: Highlights•A reversed unsupervised domain adaptation to improve image classification.•Domain adaptation across pathological image of different organs.•Jointly optimize nuclei segmentation, domain adaptation, and image classification.•Superior classification performance and generalization ability.