M. Regina Castro

11 papers Misc 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data.
IEEE J. Biomed. Health Informatics
Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon
2020 J jnl
A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus.
CoRR
Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon
2020 J jnl
Predicting diabetes clinical outcomes using longitudinal risk factor trajectories.
BMC Medical Informatics Decis. Mak.
György J. Simon, Kevin A. Peterson, M. Regina Castro, Michael S. Steinbach, Vipin Kumar, Pedro J. Caraballo
2019 — conf
Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks.
MedInfo
Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon
2019 — conf
Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.
IEEE BigData
Pranjul Yadav, Michael S. Steinbach, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, György J. Simon
2019 J jnl
Towards more Accessible Precision Medicine: Building a more Transferable Machine Learning Model to Support Prognostic Decisions for Micro- and Macrovascular Complications of Type 2 Diabetes Mellitus.
J. Medical Syst.
Era Kim, Pedro J. Caraballo, M. Regina Castro, David S. Pieczkiewicz, György J. Simon
2019 Misc conf
Using Electronic Health Record Data to Identify Patients with Prediabetes.
AMIA
Thomas J. O'Byrne, M. Regina Castro, Che Ngufor, György J. Simon, Pedro J. Caraballo
2017 — conf
Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.
ICHI
Wonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon
2016 J jnl
Type 2 Diabetes Mellitus Trajectories and Associated Risks.
Big Data
Wonsuk Oh, Era Kim, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, Michael S. Steinbach, György J. Simon
2015 J jnl
Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus.
IEEE Trans. Knowl. Data Eng.
György J. Simon, Pedro J. Caraballo, Terry M. Therneau, Steven S. Cha, M. Regina Castro, Peter W. Li
2014 Misc conf
Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations.
AMIA
Era Kim, Wonsuk Oh, David S. Pieczkiewicz, M. Regina Castro, Pedro J. Caraballo, György J. Simon