Search Results for author: Xinyu Bai

Found 2 papers, 0 papers with code

Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks

no code implementations16 Aug 2023 Xinyu Bai, Wenjia Bai

Learning a medical image segmentation model is an inherently ambiguous task, as uncertainties exist in both images (noise) and manual annotations (human errors and bias) used for model training.

Image Segmentation Medical Image Segmentation +3

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation

no code implementations29 Dec 2021 Shuyin Xia, Xinyu Bai, Guoyin Wang, Deyu Meng, Xinbo Gao, Zizhong Chen, Elisabeth Giem

This paper present a strong data mining method based on rough set, which can realize feature selection, classification and knowledge representation at the same time.

Attribute feature selection

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