Search Results for author: Yuan Guo

Found 3 papers, 2 papers with code

A Robust Deep Learning Method with Uncertainty Estimation for the Pathological Classification of Renal Cell Carcinoma based on CT Images

no code implementations1 Nov 2023 Ni Yao, Hang Hu, Kaicong Chen, Chen Zhao, Yuan Guo, Boya Li, Jiaofen Nan, Yanting Li, Chuang Han, Fubao Zhu, Weihua Zhou, Li Tian

By using five-fold cross-validation, a deep learning model incorporating uncertainty estimation was developed to classify RCC subtypes into clear cell RCC (ccRCC), papillary RCC (pRCC), and chromophobe RCC (chRCC).

Decision Making

Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning

3 code implementations11 Oct 2019 Yue Gao, Yuan Guo, Zhouhui Lian, Yingmin Tang, Jianguo Xiao

Extensive experiments on both English and Chinese artistic glyph image datasets demonstrate the superiority of our model in generating high-quality stylized glyph images against other state-of-the-art methods.

Few-Shot Learning Image Generation

Accelerated Experimental Design for Pairwise Comparisons

1 code implementation18 Jan 2019 Yuan Guo, Jennifer Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

Pairwise comparison labels are more informative and less variable than class labels, but generating them poses a challenge: their number grows quadratically in the dataset size.

2k Experimental Design

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