Essays about: "Chuxin Zhang"

Found 1 essay containing the words Chuxin Zhang.

  1. 1. Probabilistic Detection of Nuclei in Digital Pathology using Bayesian Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Chuxin Zhang; [2022]
    Keywords : Uncertainty Estimation; Bayesian Deep Learning; Monte-Carlo Dropout; Digital Pathology;

    Abstract : Deep learning (DL) has demonstrated outstanding performance in a variety of applications. With the assistance of DL, healthcare seeks to reduce labor costs and increase access to high-quality medical resources. To ensure the stability and robustness of DL applications in medicine, it is essential to estimate the uncertainty. READ MORE