SEW: Self-calibration Enhanced Whole Slide Pathology Image Analysis

Haoming Luo, Xiaotian Yu, Shengxuming Zhang, Jiabin Xia, Yang Jian, Yuning Sun, Liang Xue, Mingli Song, Jing Zhang, Xiuming Zhang, Zunlei Feng

Abstract: Pathology images are considered the "gold standard" for cancer diagnosis and treatment, with gigapixel images providing extensive tissue and cellular information. Existing methods fail to simultaneously extract global structural and local detail f