Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images

1 code implementation • 14 Sep 2023 • Zhiyun Song, Penghui Du, Junpeng Yan, Kailu Li, Jianzhong Shou, Maode Lai, Yubo Fan, Yan Xu

Self-supervised pretraining attempts to enhance model performance by obtaining effective features from unlabeled data, and has demonstrated its effectiveness in the field of histopathology images.

Image-to-Image Translation Instance Segmentation +3