Semi-supervised Rare Disease Detection Using Generative Adversarial Network. - Wenyuan Li 001; Yunlong Wang 001; Yong Cai 001; Corey W. Arnold; Emily Zhao; Yilian Yuan (CoRR, 2018)

Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series. - Weiyu Huang; Yunlong Wang 001; Li Zhou; Emily Zhao; Yilian Yuan; Alejandro Ribeiro (CoRR, 2018)

Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks. - Kezi Yu; Yunlong Wang 001; Yong Cai 001; Cao Xiao; Emily Zhao; Lucas Glass; Jimeng Sun 001 (CoRR, 2019)

Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model. - Fan Zhang; Tong Wu 001; Yunlong Wang 001; Yong Cai 001; Cao Xiao; Emily Zhao; Lucas Glass; Jimeng Sun 001 (CoRR, 2019)

Representation Learning of EHR Data via Graph-Based Medical Entity Embedding. - Tong Wu 001; Yunlong Wang 001; Yue Wang; Emily Zhao; Yilian Yuan; Zhi Yang 002 (CoRR, 2019)

eTREE: Learning Tree-structured Embeddings. - Faisal M. Almutairi; Yunlong Wang 001; Dong Wang; Emily Zhao; Nicholas D. Sidiropoulos (AAAI, 2021)

OA-MedSQL: Order-Aware Medical Sequence Learning for Clinical Outcome Prediction. - Tong Wu 001; Yue Wang; Yunlong Wang 001; Emily Zhao; Gao Wang (BIBM, 2021)

Treatment initiation prediction by EHR mapped PPD tensor based convolutional neural networks boosting algorithm. - Xueli Xiao; Guanhao Wei; Li Zhou; Yi Pan 001; Huan Jing; Emily Zhao; Yilian Yuan (J. Biomed. Informatics, 2021)

FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR. - Luning Bi; Yunlong Wang 001; Fan Zhang; Zhuqing Liu; Yong Cai 001; Emily Zhao (CoRR, 2022)

Predicting line of therapy transition via similar patient augmentation. - Suhan Cui; Guanhao Wei; Li Zhou; Emily Zhao; Ting Wang 006; Fenglong Ma (J. Biomed. Informatics, 2023)