Emily Zhao

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Outcome Prediction

Cancer Patients

Medical Doctors

Convolutional Neural Networks

Top Venues

J. Biomed. Informatics

Publications

Suhan Cui, Guanhao Wei, Li Zhou, Emily Zhao, Ting Wang, Fenglong Ma
Predicting line of therapy transition via similar patient augmentation. J. Biomed. Informatics 147 (2023)
Luning Bi, Yunlong Wang, Fan Zhang, Zhuqing Liu, Yong Cai, Emily Zhao
FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR. CoRR (2022)
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)
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
eTREE: Learning Tree-structured Embeddings. AAAI (2021)
Tong Wu, Yue Wang, Yunlong Wang, Emily Zhao, Gao Wang
OA-MedSQL: Order-Aware Medical Sequence Learning for Clinical Outcome Prediction. BIBM (2021)
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
eTREE: Learning Tree-structured Embeddings. CoRR (2020)
Fan Zhang, Tong Wu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun
Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model. CoRR (2019)
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)
Kezi Yu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun
Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks. 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)