| Mining electronic health records (EHRs) A survey P Yadav, M Steinbach, V Kumar, G Simon ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018 | 222 | 2018 |
| Delay within the 3-hour surviving sepsis campaign guideline on mortality for patients with severe sepsis and septic shock L Pruinelli, BL Westra, P Yadav, A Hoff, M Steinbach, V Kumar, ... Critical care medicine 46 (4), 500, 2018 | 122 | 2018 |
| Antemortem differential diagnosis of dementia pathology using structural MRI: Differential-STAND P Vemuri, G Simon, K Kantarci, JL Whitwell, ML Senjem, SA Przybelski, ... Neuroimage 55 (2), 522-531, 2011 | 105 | 2011 |
| Multi-platform analysis of microRNA expression measurements in RNA from fresh frozen and FFPE tissues CP Kolbert, RM Feddersen, F Rakhshan, DE Grill, G Simon, S Middha, ... PloS one 8 (1), e52517, 2013 | 99 | 2013 |
| Extending association rule summarization techniques to assess risk of diabetes mellitus GJ Simon, PJ Caraballo, TM Therneau, SS Cha, MR Castro, PW Li IEEE Transactions on Knowledge and Data Engineering 27 (1), 130-141, 2013 | 66 | 2013 |
| Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record Z Hu, GB Melton, EG Arsoniadis, Y Wang, MR Kwaan, GJ Simon Journal of biomedical informatics 68, 112-120, 2017 | 64 | 2017 |
| Data mining for cyber security V Chandola, E Eilertson, L Ertoz, G Simon, V Kumar Data warehousing and data mining techniques for computer security 20, 2006 | 54 | 2006 |
| Type 2 diabetes mellitus trajectories and associated risks W Oh, E Kim, MR Castro, PJ Caraballo, V Kumar, MS Steinbach, ... Big data 4 (1), 25-30, 2016 | 52 | 2016 |
| A data quality ontology for the secondary use of EHR data SG Johnson, S Speedie, G Simon, V Kumar, BL Westra AMIA Annual Symposium Proceedings 2015, 1937, 2015 | 52 | 2015 |
| Scan detection: A data mining approach GJ Simon, H Xiong, E Eilertson, V Kumar Proceedings of the 2006 SIAM International Conference on Data Mining, 118-129, 2006 | 49 | 2006 |
| Advancing Alzheimer’s research: a review of big data promises R Zhang, G Simon, F Yu International journal of medical informatics 106, 48-56, 2017 | 45 | 2017 |
| Application of an ontology for characterizing data quality for a secondary use of EHR data SG Johnson, S Speedie, G Simon, V Kumar, BL Westra Applied clinical informatics 7 (01), 69-88, 2016 | 45 | 2016 |
| Detection of Multi-Step Computer Processes Such as Network Intrusions V Chandola, E Eilertson, H Liu, M Shaneck, C Choi, G Simon, Y Kim, ... US Patent App. 11/794,941, 2008 | 44 | 2008 |
| Development and validation of machine learning models for prediction of 1-year mortality utilizing electronic medical record data available at the end of hospitalization in … N Sahni, G Simon, R Arora Journal of general internal medicine 33 (6), 921-928, 2018 | 38 | 2018 |
| Automated detection of postoperative surgical site infections using supervised methods with electronic health record data Z Hu, GJ Simon, EG Arsoniadis, Y Wang, MR Kwaan, GB Melton Studies in health technology and informatics 216, 706, 2015 | 38 | 2015 |
| Challenges and opportunities with causal discovery algorithms: application to Alzheimer’s pathophysiology X Shen, S Ma, P Vemuri, G Simon Scientific reports 10 (1), 1-12, 2020 | 36 | 2020 |
| A simple statistical model and association rule filtering for classification GJ Simon, V Kumar, PW Li Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 33 | 2011 |
| Statin use, diabetes incidence and overall mortality in normoglycemic and impaired fasting glucose patients MR Castro, G Simon, SS Cha, BP Yawn, LJ Melton, PJ Caraballo Journal of general internal medicine 31 (5), 502-508, 2016 | 31 | 2016 |
| Accelerating chart review using automated methods on electronic health record data for postoperative complications Z Hu, GB Melton, ND Moeller, EG Arsoniadis, Y Wang, MR Kwaan, ... AMIA Annual Symposium Proceedings 2016, 1822, 2016 | 29 | 2016 |
| Survival association rule mining towards type 2 diabetes risk assessment GJ Simon, J Schrom, MR Castro, PW Li, PJ Caraballo AMIA annual symposium proceedings 2013, 1293, 2013 | 28 | 2013 |
