Pedro J. Caraballo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Diabetes Mellitus

Decision Support

Electronic Medical Record

Causal Structure

Top Venues

J. Am. Medical Informatics Assoc.

Publications

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
Effect of clinical decision support for severe hypercholesterolemia on low-density lipoprotein cholesterol levels. npj Digit. Medicine 7 (1) (2024)
Anne M. Meehan, Marcia A. Core, Jared M. Ross, Parvez A. Rahman, Bijan J. Borah, Pedro J. Caraballo
Clinical Implementation of an AI Early Warning System Algorithm: Lessons Learned. MedInfo (2023)
Pedro J. Caraballo, Johan M. Bos, Ray Qian, Karen M. Fischer, Paul J. Johnsen, Diana J. Schreie, György J. Simon, Michael J. Ackerman
Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality. MedInfo (2023)
Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI (2023)
Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon
A novel method for handling Missing Not at Random Data in the electronic health records. ICHI (2022)
Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data. IEEE J. Biomed. Health Informatics 25 (7) (2021)
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
Genomic considerations for FHIR®; eMERGE implementation lessons. J. Biomed. Informatics 118 (2021)
Xinpeng Shen, Sisi Ma, Prashanthi Vemuri, M. Regina Castro, Pedro J. Caraballo, György J. Simon
A novel method for Causal Structure Discovery from EHR data, a demonstration on type-2 diabetes mellitus. CoRR (2020)
György J. Simon, Kevin A. Peterson, M. Regina Castro, Michael S. Steinbach, Vipin Kumar, Pedro J. Caraballo
Predicting diabetes clinical outcomes using longitudinal risk factor trajectories. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Pedro J. Caraballo, jeremy D. Collins, Stacy R. Schultz, Kenneth Aakre, Joseph A. Sutton, Paul J. Johnsen, Mark A. Parkulo, Karl Krecke
Implementing Advanced Imaging Decision Support: Lessons Learned. AMIA (2020)
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
Integrating pharmacogenomics into the electronic health record by implementing genomic indicators. J. Am. Medical Informatics Assoc. 27 (1) (2020)
Wonsuk Oh, Michael S. Steinbach, M. Regina Castro, Kevin A. Peterson, Vipin Kumar, Pedro J. Caraballo, György J. Simon
Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks. MedInfo (2019)
Era Kim, Pedro J. Caraballo, M. Regina Castro, David S. Pieczkiewicz, György J. Simon
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. 43 (7) (2019)
Kari Bunkers, Daniel J. Cronk, Marcia Core, David Blair, Mark A. Parkulo, Pedro J. Caraballo
Impact of the Performance Gap Between Interactive Alerts and Quality Metrics. MedInfo (2019)
Pranjul Yadav, Michael S. Steinbach, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, György J. Simon
Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects. IEEE BigData (2019)
Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo, Peggy L. Peissig, Justin B. Starren
Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network. J. Am. Medical Informatics Assoc. 26 (2) (2019)
Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon
A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases. AMIA (2019)
Thomas J. O'Byrne, M. Regina Castro, Che Ngufor, György J. Simon, Pedro J. Caraballo
Using Electronic Health Record Data to Identify Patients with Prediabetes. AMIA (2019)
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
Empowering genomic medicine by establishing critical sequencing result data flows: the eMERGE example. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Alena Orlenko, Jason H. Moore, Patryk Orzechowski, Randal S. Olson, Junmei Cairns, Pedro J. Caraballo, Richard M. Weinshilboum, Liewei Wang, Matthew K. Breitenstein
Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. PSB (2018)
Sunita Sharma, J. Martijn Bos, Robert F. Tarrell, György J. Simon, Bruce W. Morlan, Michael J. Ackerman, Pedro J. Caraballo
Providers' Response to Clinical Decision Support for QT Prolonging Drugs. J. Medical Syst. 41 (10) (2017)
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
Technical Challenges and Opportunities when Implementing Pharmacogenomics Decision Support Integrated in the Electronic Health Record. MedInfo (2017)
Pedro J. Caraballo, Jennifer St Sauver, Daniel J. Cronk, Janet E. Olson, John L. Black, Suzette J. Bielinski
Evolving Pharmacogenomics Test Results and the Burden on Clinical Decision Support Integrated in the Electronic Health Record. CRI (2017)
Wonsuk Oh, Pranjul Yadav, Vipin Kumar, Pedro J. Caraballo, M. Regina Castro, Michael S. Steinbach, György J. Simon
Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks. ICHI (2017)
Ali Hasnie, Pedro J. Caraballo, Robert R. Freimuth, Iftikhar J. Kullo
Development & Implementation of a Clinical Decision Support Tool for Familial Hypercholesterolemia. AMIA (2017)
Wonsuk Oh, Era Kim, M. Regina Castro, Pedro J. Caraballo, Vipin Kumar, Michael S. Steinbach, György J. Simon
Type 2 Diabetes Mellitus Trajectories and Associated Risks. Big Data 4 (1) (2016)
Christopher A. Aakre, J. Martijn Bos, György J. Simon, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo
Clinical Decision Support to Detect High Risk Patients with QTc Prolongation. AMIA (2016)
Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo
Implementing Pharmacogenomic Clinical Decision Support: Design and Prescriber Response in the eMERGE Network. AMIA (2016)
Atsushi Sorita, J. Martijn Bos, Bruce W. Morlan, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo
Impact of clinical decision support preventing the use of QT-prolonging medications for patients at risk for torsade de pointes. J. Am. Medical Informatics Assoc. 22 (e1) (2015)
György J. Simon, Pedro J. Caraballo, Terry M. Therneau, Steven S. Cha, M. Regina Castro, Peter W. Li
Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
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
Clinical Decision Support to Implement CYP2D6 Drug-Gene Interaction. MedInfo (2015)
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
CDS, EHR and Pharmacogenomics to Estimate Warfarin Dosing. AMIA (2015)
Era Kim, Wonsuk Oh, David S. Pieczkiewicz, M. Regina Castro, Pedro J. Caraballo, György J. Simon
Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations. AMIA (2014)
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
Use of Enterprise Clinical Decision Support Infrastructure to Implement Pharmacogenomics at the Point of Care. AMIA (2014)
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
Clinical Decision Support Integrated in the Electronic Medical Record to Reduce Overuse of Blood Product Transfusion in the Cardiac Surgery ICU. AMIA (2014)
Maryanne E. Mathiowetz, Jennifer L. Horn, Samanthie I. Epps, Paul J. Johnsen, Pedro J. Caraballo
Point of Care Intake Tool and Clinical Decision Support to Achieve Meaningful Use. AMIA (2014)
György J. Simon, John Schrom, Regina Castro, Peter W. Li, Pedro J. Caraballo
Survival Association Rule Mining Towards Type 2 Diabetes Risk Assessment. AMIA (2013)
John Schrom, Pedro J. Caraballo, Regina Castro, György J. Simon
Quantifying the Effect of Statin Use in Pre-Diabetic Phenotypes Discovered Through Association Rule Mining. AMIA (2013)
Donald B. Gabrielson, Thomas L. Cochran, Robert R. Bleimeyer, Charles Pugh, Mark A. Parkulo, Pedro J. Caraballo
Clinical Decision Support Rule Performance Reporting: Helpful or Heartache? AMIA (2013)
Pedro J. Caraballo, Kristy Doan, Bruce W. Morlan, Kristina Haugaa, J. Martijn Bos, Rick Nishimura, Michael J. Ackerman
Clinical Burden and Risk of Alert Fatigue Associated with Detection and Documentation of Prolonged QT Interval Using an Expert Rule System. AMIA (2012)
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
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. J. Am. Medical Informatics Assoc. 19 (2) (2012)