Gyrgy J. Simon
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
7
Active years
2006–2024
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICDM | Combining Self-Supervision and Privileged Information for Representation Learning from Tabular Data. | Haoyu Yang, Michael S. Steinbach, Genevieve B. Melton, Vipin Kumar, Gyrgy J. Simon |
| 2022 | AMIA | Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR. | Jianqiu Zhang, Erich Kummerfeld, Gretchen M. Hultman, Paul E. Drawz, Terrence Adams, Gyrgy J. Simon, Genevieve B. Melton |
| 2022 | AMIA | Predicting Cancer Treatments Induced Cardiotoxicity of Breast Cancer Patients Using Electronic Health Record. | Sicheng Zhou, Rui Zhang, Xinpeng Shen, Chetan Shenoy, Anne H. Blaes, Gyrgy J. Simon |
| 2021 | AMIA | Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults. | Jianqiu Zhang, Paul E. Drawz, Ying Zhu, Gretchen M. Hultman, Gyrgy J. Simon, Genevieve B. Melton |
| 2020 | AIME | Consensus Modeling: A Transfer Learning Approach for Small Health Systems. | Roshan Tourani, Dennis H. Murphree, Ying Zhu, Adam Sheka, Genevieve B. Melton, Daryl J. Kor, Gyrgy J. Simon |
| 2020 | AIME | Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. | Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, Gyrgy J. Simon |
| 2020 | IJCAI | Variability in General Health Status Post Liver Transplantation. | Lisiane Pruinelli, Alana Schmiesing, Michelle James, Michelle Mathianson-Moore, Jesse Schold, Gyrgy J. Simon |
| 2019 | AMIA | 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, Gyrgy J. Simon |
| 2019 | AMIA | Using Electronic Health Record Data to Identify Patients with Prediabetes. | Thomas J. O'Byrne, M. Regina Castro, Che Ngufor, Gyrgy J. Simon, Pedro J. Caraballo |
| 2017 | AMIA | Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications. | Deyu Sun, Gyrgy J. Simon, Steven J. Skube, Anne H. Blaes, Genevieve B. Melton, Rui Zhang |
| 2016 | AMIA | Clinical Decision Support to Detect High Risk Patients with QTc Prolongation. | Christopher A. Aakre, J. Martijn Bos, Gyrgy J. Simon, Robert F. Tarrell, Michael J. Ackerman, Pedro J. Caraballo |
| 2016 | AMIA | Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications. | Zhen Hu, Genevieve B. Melton, Nathan D. Moeller, Elliot G. Arsoniadis, Yan Wang, Mary R. Kwaan, Eric Jensen, Gyrgy J. Simon |
| 2016 | AMIA | Quantifying the Effect of Data Quality on the Correctness of an eMeasure. | Steven G. Johnson, Stuart M. Speedie, Gyrgy J. Simon, Vipin Kumar, Bonnie L. Westra |
| 2015 | AMIA | Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach. | Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. Steinbach, Gyrgy J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra |
| 2015 | AMIA | A Data Quality Ontology for the Secondary Use of EHR Data. | Steven G. Johnson, Stuart M. Speedie, Gyrgy J. Simon, Vipin Kumar, Bonnie L. Westra |
| 2015 | AMIA | Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities. | Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Kevin Schiroo, Sanjoy Dey, Gyrgy J. Simon, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra |
| 2015 | ICDM | Forensic Style Analysis with Survival Trajectories. | Pranjul Yadav, Michael S. Steinbach, Lisiane Pruinelli, Bonnie L. Westra, Connie Delaney, Vipin Kumar, Gyrgy J. Simon |
| 2014 | AMIA | Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations. | Era Kim, Wonsuk Oh, David S. Pieczkiewicz, M. Regina Castro, Pedro J. Caraballo, Gyrgy J. Simon |
| 2014 | AMIA | Employment of Penalized Models to Predict Cognitive Domain Performance Using Proteomics. | Shauna M. Overgaard, S. Charles Schulz, Gyrgy J. Simon |
| 2014 | AMIA | Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities. | Lisiane Pruinelli, Sanjoy Dey, Gyrgy J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra |
| 2014 | SDM | Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records. | Sanjoy Dey, Gyrgy J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar |
| 2013 | AMIA | Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care. | Sanjoy Dey, Jeremy Weed, Joanna Fakhoury, Jacob Cooner, Gyrgy J. Simon, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar |
| 2013 | AMIA | Quantifying the Effect of Statin Use in Pre-Diabetic Phenotypes Discovered Through Association Rule Mining. | John Schrom, Pedro J. Caraballo, Regina Castro, Gyrgy J. Simon |
| 2013 | AMIA | Survival Association Rule Mining Towards Type 2 Diabetes Risk Assessment. | Gyrgy J. Simon, John Schrom, Regina Castro, Peter W. Li, Pedro J. Caraballo |
| 2011 | KDD | A simple statistical model and association rule filtering for classification. | Gyrgy J. Simon, Vipin Kumar, Peter W. Li |
| 2011 | KDD | Understanding atrophy trajectories in alzheimer's disease using association rules on MRI images. | Gyrgy J. Simon, Peter W. Li, Clifford R. Jack Jr., Prashanthi Vemuri |
| 2008 | KDD | Semi-supervised approach to rapid and reliable labeling of large data sets. | Gyrgy J. Simon, Vipin Kumar, Zhi-Li Zhang |
| 2007 | ICCS | DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing. | Jon B. Weissman, Vipin Kumar, Varun Chandola, Eric Eilertson, Levent Ertz, Gyrgy J. Simon, Seonho Kim, Jinoh Kim |
| 2007 | SDM | Estimating False Negatives for Classification Problems with Cluster Structure. | Gyrgy J. Simon, Vipin Kumar, Zhi-Li Zhang |
| 2006 | SDM | Scan Detection: A Data Mining Approach. | Gyrgy J. Simon, Hui Xiong, Eric Eilertson, Vipin Kumar |