Gyorgy Simon
Gyorgy Simon
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Mining electronic health records (EHRs) A survey
P Yadav, M Steinbach, V Kumar, G Simon
ACM Computing Surveys (CSUR) 50 (6), 1-40, 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
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
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
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
Data warehousing and data mining techniques for cyber security
A Singhal
Springer Science & Business Media, 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
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
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
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
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
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
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
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
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
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
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
Gray’s anatomy: Dissecting scanning activities using IP gray space analysis
Y Jin, G Simon, K Xu, ZL Zhang, V Kumar
Usenix SysML07, 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
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
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