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Gyorgy Simon
Gyorgy Simon
Verified email at umn.edu
Title
Cited by
Cited by
Year
Mining electronic health records (EHRs) A survey
P Yadav, M Steinbach, V Kumar, G Simon
ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018
2552018
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
1482018
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
1102011
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
1022013
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
782017
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
722013
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
592015
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
572016
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
532020
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
532006
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
502017
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
482016
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
482006
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
462015
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
452018
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
452008
Bariatric surgery is associated with decreased progression of nonalcoholic fatty liver disease to cirrhosis: a retrospective cohort analysis
KM Wirth, AC Sheka, S Kizy, R Irey, A Benner, G Sieger, G Simon, S Ma, ...
Annals of surgery 272 (1), 32-39, 2020
342020
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
342016
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
332011
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
322016
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Articles 1–20