Ying Li

According to our database, Ying Li authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Ontology-aware Prescription Recommendation in Treatment Pathways Using Multi-evidence Healthcare Data.

Zijun Yao, Bin Liu, Fei Wang, Daby Sow, Ying Li

ACM Trans. Inf. Syst., October, 2023

2021

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.

Prithwish Chakraborty, James V. Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed F. Ghalwash, Zach Shahn, Parthasarathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin

CoRR, 2021

2020

Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach.

Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu

IEEE Trans. Knowl. Data Eng., 2020

Prognostication and Outcome-specific Risk Factor Identification for Diabetes Care via Private-shared Multi-task Learning.

Bin Liu, Ying Li, Kenney Ng

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology.

Ying Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed F. Ghalwash

Proceedings of the AMIA 2020, 2020

2018

Systematic analysis of drug combinations that mitigate adverse drug reactions.

J. Shim, Heng Luo, Ping Zhang, Ying Li

IBM J. Res. Dev., 2018

Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care.

Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu

CoRR, 2018

Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach.

Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction.

Kun Lin, Ping Zhang, Gigi Y. Yuen-Reed, Ying Li, Jianying Hu

Proceedings of the Summit on Clinical Research Informatics, 2017

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.

Mohamed F. Ghalwash, Ying Li, Ping Zhang, Jianying Hu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems.

Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu

Proceedings of the AMIA 2016, 2016