Trusted multi-scale classification framework for whole slide image

Ming Feng, Kele Xu, Nanhui Wu, Weiquan Huang, Yan Bai, Yin Wang, Changjian Wang, Huaimin Wang

Abstract: Highlights•The Dirichlet distribution can be used for uncertainty assessment.•DS evidence theory can integrate multi-view features based on uncertainty.•The NMS patch selection method contributes to effective information filtering.•Our model shows a significant performance improvement on two datasets.