G
György J. Simon
Researcher at University of Minnesota
Publications - 90
Citations - 1521
György J. Simon is an academic researcher from University of Minnesota. The author has contributed to research in topics: Retrospective cohort study & Association rule learning. The author has an hindex of 19, co-authored 84 publications receiving 1167 citations. Previous affiliations of György J. Simon include Mayo Clinic.
Papers
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Journal ArticleDOI
Mining Electronic Health Records (EHRs): A Survey
TL;DR: A structured and comprehensive overview of data mining techniques for modeling EHRs is provided and a detailed understanding of the major application areas to which EHR mining has been applied is provided.
Journal ArticleDOI
Delay Within the 3-Hour Surviving Sepsis Campaign Guideline on Mortality for Patients With Severe Sepsis and Septic Shock.
Lisiane Pruinelli,Bonnie L. Westra,Pranjul Yadav,Alexander Hoff,Michael Steinbach,Vipin Kumar,Connie W Delaney,György J. Simon +7 more
TL;DR: A new approach to incorporate time t when analyzing the impact on outcomes is demonstrated to provide new evidence for clinical practice and research and show that shorter delays indicates better outcomes.
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Multi-Platform Analysis of MicroRNA Expression Measurements in RNA from Fresh Frozen and FFPE Tissues
Christopher P. Kolbert,Rod M. Feddersen,Fariborz Rakhshan,Diane E. Grill,György J. Simon,Sumit Middha,Jin Sung Jang,Vernadette Simon,Debra A. Schultz,Michael A. Zschunke,Wilma L. Lingle,Jennifer M. Carr,E. Aubrey Thompson,Ann L. Oberg,Bruce W. Eckloff,Eric D. Wieben,Peter W. Li,Ping Yang,Jin Jen +18 more
TL;DR: Comparison of genes that were commonly detectable showed that detection of microRNA transcripts was similar across multiple platforms, and the results demonstrate that the within-platform reproducibility for each method is consistently high.
Journal ArticleDOI
Antemortem differential diagnosis of dementia pathology using structural MRI: Differential-STAND
Prashanthi Vemuri,György J. Simon,Kejal Kantarci,Jennifer L. Whitwell,Matthew L. Senjem,Scott A. Przybelski,Jeffrey L. Gunter,Keith A. Josephs,David S. Knopman,Bradley F. Boeve,Tanis J. Ferman,Dennis W. Dickson,Joseph E. Parisi,Ronald C. Petersen,Clifford R. Jack +14 more
TL;DR: The proposed approach establishes a direct a priori relationship between specific topographic patterns on MRI and "gold standard" of pathology which can then be used to predict underlying dementia pathology in new incoming patients.
Journal ArticleDOI
Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record
TL;DR: Missing data imputation appears to be an effective means for improving postoperative SSI detection using EHR clinical data.