Ying Li

11 papers A* 1A 1Misc 2Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Ontology-aware Prescription Recommendation in Treatment Pathways Using Multi-evidence Healthcare Data.
ACM Trans. Inf. Syst.
Zijun Yao, Bin Liu, Fei Wang, Daby Sow, Ying Li
2021 J jnl
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.
CoRR
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
2020 J jnl
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach.
IEEE Trans. Knowl. Data Eng.
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu
2020 Misc conf
Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology.
AMIA
Ying Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed F. Ghalwash
2020 — conf
Prognostication and Outcome-specific Risk Factor Identification for Diabetes Care via Private-shared Multi-task Learning.
IEEE BigData
Bin Liu, Ying Li, Kenney Ng
2018 A* conf
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach.
AAAI
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
2018 J jnl
Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care.
CoRR
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu
2018 J jnl
Systematic analysis of drug combinations that mitigate adverse drug reactions.
IBM J. Res. Dev.
J. Shim, Heng Luo, Ping Zhang, Ying Li
2017 A conf
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.
CIKM
Mohamed F. Ghalwash, Ying Li, Ping Zhang, Jianying Hu
2017 — conf
Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction.
CRI
Kun Lin, Ping Zhang, Gigi Y. Yuen-Reed, Ying Li, Jianying Hu
2016 Misc conf
Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems.
AMIA
Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu