György J. Simon

According to our database1, György J. Simon authored at least 36 papers between 1993 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Mining Electronic Health Records (EHRs): A Survey.
ACM Comput. Surv., 2018

2017
Providers' Response to Clinical Decision Support for QT Prolonging Drugs.
J. Medical Systems, 2017

Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record.
Journal of Biomedical Informatics, 2017

Mining Electronic Health Records: A Survey.
CoRR, 2017

Characterizing Surgical Site Infection Signals in Clinical Notes.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2016
Causal Inference in Observational Data.
CoRR, 2016

Clustering the Whole-Person Health Data to Predict Liver Transplant Survival.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.
Proceedings of the Summit on Clinical Research Informatics, 2016

Quantifying the Effect of Data Quality on the Correctness of an eMeasure.
Proceedings of the AMIA 2016, 2016

Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.
Proceedings of the AMIA 2016, 2016

Clinical Decision Support to Detect High Risk Patients with QTc Prolongation.
Proceedings of the AMIA 2016, 2016

2015
Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus.
IEEE Trans. Knowl. Data Eng., 2015

Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Forensic Style Analysis with Survival Trajectories.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities.
Proceedings of the AMIA 2015, 2015

A Data Quality Ontology for the Secondary Use of EHR Data.
Proceedings of the AMIA 2015, 2015

Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach.
Proceedings of the AMIA 2015, 2015

2014
A Gentle Introduction to Support Vector Machines in Biomedicine, Alexander Statnikov, Constantin F. Aliferis, Douglas P. Hardin, Isabelle Guyon. World Scientific (2013). Vols. 1(200 p.) and 2 (212 p.).
Journal of Biomedical Informatics, 2014

Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities.
Proceedings of the AMIA 2014, 2014

Employment of Penalized Models to Predict Cognitive Domain Performance Using Proteomics.
Proceedings of the AMIA 2014, 2014

Divisive Hierarchical Clustering towards Identifying Clinically Significant Pre-Diabetes Subpopulations.
Proceedings of the AMIA 2014, 2014

2013
Survival Association Rule Mining Towards Type 2 Diabetes Risk Assessment.
Proceedings of the AMIA 2013, 2013

Quantifying the Effect of Statin Use in Pre-Diabetic Phenotypes Discovered Through Association Rule Mining.
Proceedings of the AMIA 2013, 2013

Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care.
Proceedings of the AMIA 2013, 2013

2011
Antemortem differential diagnosis of dementia pathology using structural MRI: Differential-STAND.
NeuroImage, 2011

Understanding atrophy trajectories in alzheimer's disease using association rules on MRI images.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A simple statistical model and association rule filtering for classification.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2008
Semi-supervised approach to rapid and reliable labeling of large data sets.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007
Estimating False Negatives for Classification Problems with Cluster Structure.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing.
Proceedings of the Computational Science, 2007

2006
Scan Detection: A Data Mining Approach.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

1993
The SBASE protein domain library, release 2.0: a collection of annotated protein sequence segments.
Nucleic Acids Research, 1993


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