Yilian Yuan

Publication Activity (10 Years)

Years Active: 1992-2021
Publications (10 Years): 6

Top Topics

Hyperparameters

Gaussian Process

Causal Discovery

Chronic Hepatitis

Top Venues

IEEE J. Biomed. Health Informatics

J. Biomed. Informatics

Publications

Xueli Xiao, Guanhao Wei, Li Zhou, Yi Pan, Huan Jing, Emily Zhao, Yilian Yuan
Treatment initiation prediction by EHR mapped PPD tensor based convolutional neural networks boosting algorithm. J. Biomed. Informatics 120 (2021)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP (2020)
Tong Wu, Yunlong Wang, Yue Wang, Emily Zhao, Yilian Yuan, Zhi Yang
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding. CoRR (2019)
Weiyu Huang, Yunlong Wang, Li Zhou, Emily Zhao, Yilian Yuan, Alejandro Ribeiro
Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series. CoRR (2018)
Wenyuan Li, Yunlong Wang, Yong Cai, Corey W. Arnold, Emily Zhao, Yilian Yuan
Semi-supervised Rare Disease Detection Using Generative Adversarial Network. CoRR (2018)
Lih-Yuan Deng, Cecil C. Rousseau, Yilian Yuan
Generalized Lehmer-Tausworthe random number generators. ACM Southeast Regional Conference (1992)