| Mining electronic health records (EHRs) A survey P Yadav, M Steinbach, V Kumar, G Simon ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018 | 149 | 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 | 98 | 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 | 93 | 2013 |
| 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 | 88 | 2018 |
| 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 | 54 | 2013 |
| Data warehousing and data mining techniques for cyber security A Singhal Springer Science & Business Media, 2007 | 49* | 2007 |
| 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 | 49 | 2006 |
| 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 | 46 | 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 | 44 | 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 | 43 | 2015 |
| 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 | 39 | 2015 |
| 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 | 39 | 2008 |
| 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 | 37 | 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 (1), 69, 2016 | 34 | 2016 |
| 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 | 31 | 2011 |
| 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 | 30 | 2017 |
| 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 | 28 | 2016 |
| Gray’s anatomy: Dissecting scanning activities using IP gray space analysis Y Jin, G Simon, K Xu, ZL Zhang, V Kumar Usenix SysML07, 2007 | 26 | 2007 |
| 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 | 25 | 2013 |
| Using association rule mining for phenotype extraction from electronic health records D Li, G Simon, CG Chute, J Pathak AMIA Summits on Translational Science Proceedings 2013, 142, 2013 | 24 | 2013 |
