Pedro J. Caraballo

According to our database, Pedro J. Caraballo authored at least 41 papers between 2012 and 2024.

Collaborative distances:

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

2024

Effect of clinical decision support for severe hypercholesterolemia on low-density lipoprotein cholesterol levels.

Hana Bangash, Seyedmohammad Saadatagah, Mohammadreza Naderian, Marwan E. Hamed, Lubna Alhalabi, Alborz Sherafati, Joseph Sutton, Omar Elsekaily, Ali Mir, Justin H. Gundelach, Daniel Gibbons, Paul J. Johnsen, Christina M. Wood-Wentz, Carin Y. Smith, Pedro J. Caraballo, Kent R. Bailey, Iftikhar J. Kullo

npj Digit. Medicine, 2024

2023

Clinical Implementation of an AI Early Warning System Algorithm: Lessons Learned.

Anne M. Meehan, Marcia A. Core, Jared M. Ross, Parvez A. Rahman, Bijan J. Borah, Pedro J. Caraballo

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality.

Pedro J. Caraballo, Johan M. Bos, Ray Qian, Karen M. Fischer, Paul J. Johnsen, Diana J. Schreie, György J. Simon, Michael J. Ackerman

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Causal Structure Learning from Imperfect Longitudinal Data in Healthcare.

Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

A novel method for handling Missing Not at Random Data in the electronic health records.

Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

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

Genomic considerations for FHIR®; eMERGE implementation lessons.

Mullai Murugan, Lawrence J. Babb, Casey Overby Taylor, Luke V. Rasmussen, Robert R. Freimuth, Eric Venner, Fei Yan, Victoria Yi, Stephen J. Granite, Hana Zouk, Samuel J. Aronson, Kevin Power, Alexander Fedotov, David R. Crosslin, David Fasel, Gail P. Jarvik, Hakon Hakonarson, Hana Bangash, Iftikhar J. Kullo, John J. Connolly, Jordan G. Nestor, Pedro J. Caraballo, Wei-Qi Wei, Ken Wiley, Heidi L. Rehm, Richard A. Gibbs

J. Biomed. Informatics, 2021

2020

Predicting diabetes clinical outcomes using longitudinal risk factor trajectories.

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

BMC Medical Informatics Decis. Mak., 2020

Integrating pharmacogenomics into the electronic health record by implementing genomic indicators.

Pedro J. Caraballo, Joseph A. Sutton, Jyothsna Giri, Jessica A. Wright, Wayne T. Nicholson, Iftikhar J. Kullo, Mark A. Parkulo, Suzette J. Bielinski, Ann M. Moyer

J. Am. Medical Informatics Assoc., 2020

A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus.

Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon

CoRR, 2020

Implementing Advanced Imaging Decision Support: Lessons Learned.

Pedro J. Caraballo, Jeremy D. Collins, Stacy R. Schultz, Kenneth Aakre, Joseph A. Sutton, Paul J. Johnsen, Mark A. Parkulo, Karl Krecke

Proceedings of the AMIA 2020, 2020

2019

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.

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

J. Medical Syst., 2019

Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network.

Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo, Peggy L. Peissig, Justin B. Starren

J. Am. Medical Informatics Assoc., 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

Impact of the Performance Gap Between Interactive Alerts and Quality Metrics.

Kari Bunkers, Daniel J. Cronk, Marcia A. Core, David Blair, Mark A. Parkulo, Pedro J. Caraballo

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

Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.

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

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Using Electronic Health Record Data to Identify Patients with Prediabetes.

Thomas J. O'Byrne, M. Regina Castro, Che Ngufor, György J. Simon, Pedro J. Caraballo

Proceedings of the AMIA 2019, 2019

A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases.

Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon

Proceedings of the AMIA 2019, 2019

2018

Empowering genomic medicine by establishing critical sequencing result data flows: the eMERGE example.

Samuel J. Aronson, Lawrence J. Babb, Darren C. Ames, Richard A. Gibbs, Eric Venner, John J. Connelly, Keith Marsolo, Chunhua Weng, Marc S. Williams, Andrea L. Hartzler, Wayne H. Liang, James D. Ralston, Emily Beth Devine, Shawn N. Murphy, Christopher G. Chute, Pedro J. Caraballo, Iftikhar J. Kullo, Robert R. Freimuth, Luke V. Rasmussen, Firas H. Wehbe, Josh F. Peterson, Jamie R. Robinson, Ken Wiley, Casey Overby Taylor, eMERGE Network EHRI Working Group

J. Am. Medical Informatics Assoc., 2018

Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure.

Alena Orlenko, Jason H. Moore, Patryk Orzechowski, Randal S. Olson, Junmei Cairns, Pedro J. Caraballo, Richard M. Weinshilboum, Liewei Wang, Matthew K. Breitenstein

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

2017

Providers' Response to Clinical Decision Support for QT Prolonging Drugs.

Sunita Sharma, J. Martijn Bos, Robert F. Tarrell, György J. Simon, Bruce W. Morlan, Michael J. Ackerman, Pedro J. Caraballo

J. Medical Syst., 2017

Technical Challenges and Opportunities when Implementing Pharmacogenomics Decision Support Integrated in the Electronic Health Record.

Pedro J. Caraballo, Joseph A. Sutton, Ann M. Moyer, David Blair, Lois C. Hines, Padma S. Rao, Mark F. Adams, Sahana Murthy, Tina Garza, Mary E. Karow, Harmanjit Singh, Jyothsna Giri, Donald B. Gabrielson, Jennifer St Sauver, Suzette J. Bielinski, Mark A. Parkulo

Proceedings of the MEDINFO 2017: Precision Healthcare through 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

Evolving Pharmacogenomics Test Results and the Burden on Clinical Decision Support Integrated in the Electronic Health Record.

Pedro J. Caraballo, Jennifer St Sauver, Daniel J. Cronk, Janet E. Olson, John L. Black, Suzette J. Bielinski

Proceedings of the Summit on Clinical Research Informatics, 2017

Development & Implementation of a Clinical Decision Support Tool for Familial Hypercholesterolemia.

Ali Hasnie, Pedro J. Caraballo, Robert R. Freimuth, Iftikhar J. Kullo

Proceedings of the AMIA 2017, 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

Implementing Pharmacogenomic Clinical Decision Support: Design and Prescriber Response in the eMERGE Network.

Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo

Proceedings of the AMIA 2016, 2016

Clinical Decision Support to Detect High Risk Patients with QTc Prolongation.

Christopher A. Aakre, J. Martijn Bos, György J. Simon, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo

Proceedings of the AMIA 2016, 2016

2015

Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus.

György J. Simon, Pedro J. Caraballo, Terry M. Therneau, Steven S. Cha, M. Regina Castro, Peter W. Li

IEEE Trans. Knowl. Data Eng., 2015

Impact of clinical decision support preventing the use of QT-prolonging medications for patients at risk for torsade de pointes.

Atsushi Sorita, J. Martijn Bos, Bruce W. Morlan, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo

J. Am. Medical Informatics Assoc., 2015

Clinical Decision Support to Implement CYP2D6 Drug-Gene Interaction.

Pedro J. Caraballo, Mark A. Parkulo, David Blair, Michelle Elliott, Cloann Schultz, Joseph Sutton, Padma S. Rao, Jamie Bruflat, Robert R. Bleimeyer, John Crooks, Donald B. Gabrielson, Wayne T. Nicholson, Carolyn Rohrer Vitek, Kelly Wix, Suzette J. Bielinski, Jyotishman Pathak, Iftikhar J. Kullo

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

CDS, EHR and Pharmacogenomics to Estimate Warfarin Dosing.

Pedro J. Caraballo, Joseph Sutton, Padma S. Rao, Kelly Wix, Wayne T. Nicholson, Cloann Schultz, Carolyn Rohrer Vitek, Robert R. Bleimeyer, Lois C. Hines, David Blair, Mark A. Parkulo

Proceedings of the AMIA 2015, 2015

2014

Clinical Decision Support Integrated in the Electronic Medical Record to Reduce Overuse of Blood Product Transfusion in the Cardiac Surgery ICU.

Joseph H. Skalski, James R. Stubbs, Andrew Higgins, Lance A. Trewhella, Robert R. Bleimeyer, Kristy Doan, James M. Naessens, Pedro J. Caraballo, Mark H. Ereth

Proceedings of the AMIA 2014, 2014

Point of Care Intake Tool and Clinical Decision Support to Achieve Meaningful Use.

Maryanne E. Mathiowetz, Jennifer L. Horn, Samanthie I. Epps, Paul J. Johnsen, Pedro J. Caraballo

Proceedings of the AMIA 2014, 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

Use of Enterprise Clinical Decision Support Infrastructure to Implement Pharmacogenomics at the Point of Care.

Pedro J. Caraballo, David Blair, Michelle Elliott, Robert R. Bleimeyer, John Crooks, Donald B. Gabrielson, Gaurav Jain, Wayne T. Nicholson, Charles Pugh, Padma S. Rao, Cloann Schultz, Lynn Summerlin, Joseph Sutton, Carolyn Rohrer Vitek, Kelly Wix, John L. Black, Mark A. Parkulo

Proceedings of the AMIA 2014, 2014

2013

Survival Association Rule Mining Towards Type 2 Diabetes Risk Assessment.

György J. Simon, John Schrom, Regina Castro, Peter W. Li, Pedro J. Caraballo

Proceedings of the AMIA 2013, 2013

Quantifying the Effect of Statin Use in Pre-Diabetic Phenotypes Discovered Through Association Rule Mining.

John Schrom, Pedro J. Caraballo, Regina Castro, György J. Simon

Proceedings of the AMIA 2013, 2013

Clinical Decision Support Rule Performance Reporting: Helpful or Heartache?

Donald B. Gabrielson, Thomas L. Cochran, Robert R. Bleimeyer, Charles Pugh, Mark A. Parkulo, Pedro J. Caraballo

Proceedings of the AMIA 2013, 2013

2012

Impact of data fragmentation across healthcare centers on the accuracy of a high-throughput clinical phenotyping algorithm for specifying subjects with type 2 diabetes mellitus.

Wei-Qi Wei, Cynthia L. Leibson, Jeanine E. Ransom, Abel N. Kho, Pedro J. Caraballo, High Seng Chai, Barbara P. Yawn, Jennifer A. Pacheco, Christopher G. Chute

J. Am. Medical Informatics Assoc., 2012

Clinical Burden and Risk of Alert Fatigue Associated with Detection and Documentation of Prolonged QT Interval Using an Expert Rule System.

Pedro J. Caraballo, Kristy Doan, Bruce W. Morlan, Kristina Haugaa, J. Martijn Bos, Rick Nishimura, Michael J. Ackerman

Proceedings of the AMIA 2012, 2012