Pedro J. Caraballo

42 papers Misc 16Journal 14Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	EHR-Based CDS Tools Supporting Long-Term Implementation of Pharmacogenomics. MedInfo Pedro J. Caraballo, Jessica A. Wright, Joseph A. Sutton, Ann M. Moyer
2024	J	`jnl`	Effect of clinical decision support for severe hypercholesterolemia on low-density lipoprotein cholesterol levels. npj Digit. Medicine 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
2023	—	`conf`	Causal Structure Learning from Imperfect Longitudinal Data in Healthcare. ICHI Haoyu Yang, Roshan Tourani, Jia Li, Pedro J. Caraballo, Michael S. Steinbach, Vipin Kumar, György J. Simon
2023	—	`conf`	Clinical Implementation of an AI Early Warning System Algorithm: Lessons Learned. MedInfo Anne M. Meehan, Marcia A. Core, Jared M. Ross, Parvez A. Rahman, Bijan J. Borah, Pedro J. Caraballo
2023	—	`conf`	Decision Support System Detecting Patients at Risk of Prolonged QT and Associated Mortality. MedInfo Pedro J. Caraballo, Johan M. Bos, Ray Qian, Karen M. Fischer, Paul J. Johnsen, Diana J. Schreie, György J. Simon, Michael J. Ackerman
2022	—	`conf`	A novel method for handling Missing Not at Random Data in the electronic health records. ICHI Xinpeng Shen, Sisi Ma, Pedro J. Caraballo, Prashanthi Vemuri, György J. Simon
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
2021	J	`jnl`	Genomic considerations for FHIR®; eMERGE implementation lessons. J. Biomed. Informatics 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
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	Misc	`conf`	Implementing Advanced Imaging Decision Support: Lessons Learned. AMIA Pedro J. Caraballo, Jeremy D. Collins, Stacy R. Schultz, Kenneth Aakre, Joseph A. Sutton, Paul J. Johnsen, Mark A. Parkulo, Karl Krecke
2020	J	`jnl`	Integrating pharmacogenomics into the electronic health record by implementing genomic indicators. J. Am. Medical Informatics Assoc. 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
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	Misc	`conf`	A new representation of disease conditions and treatment pathways accurately predicts mortality and chronic diseases. AMIA Che Ngufor, Pedro J. Caraballo, Thomas J. O'Byrne, David Chen, Nilay D. Shah, Michael S. Steinbach, György J. Simon
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	—	`conf`	Impact of the Performance Gap Between Interactive Alerts and Quality Metrics. MedInfo Kari Bunkers, Daniel J. Cronk, Marcia A. Core, David Blair, Mark A. Parkulo, Pedro J. Caraballo
2019	J	`jnl`	Pharmacogenomic clinical decision support design and multi-site process outcomes analysis in the eMERGE Network. J. Am. Medical Informatics Assoc. Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo, Peggy L. Peissig, Justin B. Starren
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
2018	Misc	`conf`	Considerations for automated machine learning in clinical metabolic profiling: Altered homocysteine plasma concentration associated with metformin exposure. PSB Alena Orlenko, Jason H. Moore, Patryk Orzechowski, Randal S. Olson, Junmei Cairns, Pedro J. Caraballo, Richard M. Weinshilboum, Liewei Wang, Matthew K. Breitenstein
2018	J	`jnl`	Empowering genomic medicine by establishing critical sequencing result data flows: the eMERGE example. J. Am. Medical Informatics Assoc. 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
2017	Misc	`conf`	Development & Implementation of a Clinical Decision Support Tool for Familial Hypercholesterolemia. AMIA Ali Hasnie, Pedro J. Caraballo, Robert R. Freimuth, Iftikhar J. Kullo
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
2017	—	`conf`	Evolving Pharmacogenomics Test Results and the Burden on Clinical Decision Support Integrated in the Electronic Health Record. CRI Pedro J. Caraballo, Jennifer St Sauver, Daniel J. Cronk, Janet E. Olson, John L. Black, Suzette J. Bielinski
2017	J	`jnl`	Providers' Response to Clinical Decision Support for QT Prolonging Drugs. J. Medical Syst. Sunita Sharma, J. Martijn Bos, Robert F. Tarrell, György J. Simon, Bruce W. Morlan, Michael J. Ackerman, Pedro J. Caraballo
2017	—	`conf`	Technical Challenges and Opportunities when Implementing Pharmacogenomics Decision Support Integrated in the Electronic Health Record. MedInfo 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
2016	Misc	`conf`	Clinical Decision Support to Detect High Risk Patients with QTc Prolongation. AMIA Christopher A. Aakre, J. Martijn Bos, György J. Simon, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo
2016	Misc	`conf`	Implementing Pharmacogenomic Clinical Decision Support: Design and Prescriber Response in the eMERGE Network. AMIA Timothy M. Herr, Josh F. Peterson, Luke V. Rasmussen, Pedro J. Caraballo
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	Misc	`conf`	CDS, EHR and Pharmacogenomics to Estimate Warfarin Dosing. AMIA 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
2015	—	`conf`	Clinical Decision Support to Implement CYP2D6 Drug-Gene Interaction. MedInfo 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
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
2015	J	`jnl`	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. Atsushi Sorita, J. Martijn Bos, Bruce W. Morlan, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo
2014	Misc	`conf`	Clinical Decision Support Integrated in the Electronic Medical Record to Reduce Overuse of Blood Product Transfusion in the Cardiac Surgery ICU. AMIA 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
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
2014	Misc	`conf`	Point of Care Intake Tool and Clinical Decision Support to Achieve Meaningful Use. AMIA Maryanne E. Mathiowetz, Jennifer L. Horn, Samanthie I. Epps, Paul J. Johnsen, Pedro J. Caraballo
2014	Misc	`conf`	Use of Enterprise Clinical Decision Support Infrastructure to Implement Pharmacogenomics at the Point of Care. AMIA 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
2013	Misc	`conf`	Clinical Decision Support Rule Performance Reporting: Helpful or Heartache? AMIA Donald B. Gabrielson, Thomas L. Cochran, Robert R. Bleimeyer, Charles Pugh, Mark A. Parkulo, Pedro J. Caraballo
2013	Misc	`conf`	Quantifying the Effect of Statin Use in Pre-Diabetic Phenotypes Discovered Through Association Rule Mining. AMIA John Schrom, Pedro J. Caraballo, Regina Castro, György J. Simon
2013	Misc	`conf`	Survival Association Rule Mining Towards Type 2 Diabetes Risk Assessment. AMIA György J. Simon, John Schrom, Regina Castro, Peter W. Li, Pedro J. Caraballo
2012	Misc	`conf`	Clinical Burden and Risk of Alert Fatigue Associated with Detection and Documentation of Prolonged QT Interval Using an Expert Rule System. AMIA Pedro J. Caraballo, Kristy Doan, Bruce W. Morlan, Kristina Haugaa, J. Martijn Bos, Rick Nishimura, Michael J. Ackerman
2012	J	`jnl`	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. 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