Wonsuk Oh

According to our database, Wonsuk Oh authored at least 9 papers between 2014 and 2024.

Collaborative distances:

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

2024

A novel method leveraging time series data to improve subphenotyping and application in critically ill patients with COVID-19.

Wonsuk Oh, Pushkala Jayaraman, Pranai Tandon, Udit S. Chaddha, Patricia H. Kovatch, Alexander W. Charney, Benjamin S. Glicksberg, Girish N. Nadkarni

Artif. Intell. Medicine, 2024

2021

A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data.

Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon

IEEE J. Biomed. Health Informatics, 2021

2019

Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks.

Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2017

Personalized long-term prediction of cognitive function: Using sequential assessments to improve model performance.

Chih-Lin Chi, Wenjun Zeng, Wonsuk Oh, Soo Borson, Tatiana Lenskaia, Xinpeng Shen, Peter J. Tonellato

J. Biomed. Informatics, 2017

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.

Wonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016

Type 2 Diabetes Mellitus Trajectories and Associated Risks.

Wonsuk Oh, Era Kim, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, Michael S. Steinbach, György J. Simon

Big Data, 2016

Explore Feasibility of Personalized Algorithms to Predict Long-Term Cognitive Changes and Optimize Dementia Outcomes.

Chih-Lin Chi, Wonsuk Oh, Soo Borson

Proceedings of the Summit on Clinical Research Informatics, 2016

2015

Feasibility Study of a Machine Learning Approach to Predict Dementia Progression.

Chih-Lin Chi, Wonsuk Oh, Soo Borson

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014

Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations.

Era Kim, Wonsuk Oh, David S. Pieczkiewicz, M. Regina Castro, Pedro J. Caraballo, György J. Simon

Proceedings of the AMIA 2014, 2014