Author details

Full Name

Gyorgy Simon

Affiliation

Institute for Health Informatics, University of Minnesota

ORCID

Career Start Year

2011

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36796176	Psychosocial problems and high amount of opioid administration are associated with opioid dependence and abuse after first exposure for chronic pain patients.	Addict Behav	2023
37486632	Validation of a Proprietary Deterioration Index Model and Performance in Hospitalized Adults.	JAMA Netw Open	2023
37128413	Application of Causal Discovery Algorithms in Studying the Nephrotoxicity of Remdesivir Using Longitudinal Data from the EHR.	AMIA Annu Symp Proc	2023
33074897	Accelerating Surgical Site Infection Abstraction With a Semi-automated Machine-learning Approach.	Ann Surg	2022
35696810	Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities.	Neuroimage Clin	2022
36006882	Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data.	IEEE J Biomed Health Inform	2022
34974496	Patient Heterogeneity and the J-Curve Relationship Between Time-to-Antibiotics and the Outcomes of Patients Admitted With Bacterial Infection.	Crit Care Med	2022
35308921	Validation of Administrative Coding and Clinical Notes for Hospital-Acquired Acute Kidney Injury in Adults.	AMIA Annu Symp Proc	2022
34569998	Responding to COVID-19 Through Interhospital Resource Coordination: A Mixed-Methods Evaluation.	J Patient Saf	2022
34151985	A likelihood-based convolution approach to estimate major health events in longitudinal health records data: an external validation study.	J Am Med Inform Assoc	2021
33831539	Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm.	J Am Coll Surg	2021
34920510	Disparity in Access to Care Impacts Liver Transplant Mortality.	Stud Health Technol Inform	2021
34963141	Strategies for building robust prediction models using data unavailable at prediction time.	J Am Med Inform Assoc	2021
34697394	A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus.	Sci Rep	2021
34129510	A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data.	IEEE J Biomed Health Inform	2021
34350391	Overcoming gaps: regional collaborative to optimize capacity management and predict length of stay of patients admitted with COVID-19.	JAMIA Open	2021
34242241	Association of BMI, comorbidities and all-cause mortality by using a baseline mortality risk model.	PLoS One	2021
32157649	min-SIA: a Lightweight Algorithm to Predict the Risk of 6-Month Mortality at the Time of Hospital Admission.	J Gen Intern Med	2020
31914992	Predicting diabetes clinical outcomes using longitudinal risk factor trajectories.	BMC Med Inform Decis Mak	2020
32678448	Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event.	JAMA Netw Open	2020
32224733	Bariatric Surgery is Associated With Decreased Progression of Nonalcoholic Fatty Liver Disease to Cirrhosis: A Retrospective Cohort Analysis.	Ann Surg	2020
30552601	Finding the Sweet Spot: the Last Blood Glucose Measured in the Hospital and 30-Day Outcomes-a Retrospective Study.	J Gen Intern Med	2019
33313606	Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.	Proc IEEE Int Conf Big Data	2019
33313606	Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.	Proc IEEE Int Conf Big Data	2019
31437953	The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites.	Stud Health Technol Inform	2019
31437931	Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks.	Stud Health Technol Inform	2019
31259018	A Framework for Visualizing Data Quality for Predictive Models and Clinical Quality Measures.	AMIA Jt Summits Transl Sci Proc	2019
31098679	Towards more Accessible Precision Medicine: Building a more Transferable Machine Learning Model to Support Prognostic Decisions for Micro- and Macrovascular Complications of Type 2 Diabetes Mellitus.	J Med Syst	2019
30865535	CLINICAL RECOGNITION AND MANAGEMENT OF PATIENTS WITH PREDIABETES.	Endocr Pract	2019
29298189	Delay Within the 3-Hour Surviving Sepsis Campaign Guideline on Mortality for Patients With Severe Sepsis and Septic Shock.	Crit Care Med	2018
29888055	Multi-Task Learning to Identify Outcome-Specific Risk Factors that Distinguish Individual Micro and Macrovascular Complications of Type 2 Diabetes.	AMIA Jt Summits Transl Sci Proc	2018
29854236	Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications.	AMIA Annu Symp Proc	2018
29877986	A Holistic Clustering Methodology for Liver Transplantation Survival.	Nurs Res	2018
29845466	Diagnostic Discordance, Health Information Exchange, and Inter-Hospital Transfer Outcomes: a Population Study.	J Gen Intern Med	2018
29383551	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 Multicondition Patients: a Proof-of-Concept Study.	J Gen Intern Med	2018
27888279	Predictors of Liver Transplant Patient Survival.	Prog Transplant	2017
29862384	Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.	IEEE Int Conf Healthc Inform	2017
28269941	Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.	AMIA Annu Symp Proc	2017
28323112	Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record.	J Biomed Inform	2017
29295241	Characterizing Surgical Site Infection Signals in Clinical Notes.	Stud Health Technol Inform	2017
29241241	Quantifying the Effect of Data Quality on the Validity of an eMeasure.	Appl Clin Inform	2017
28870383	Advancing Alzheimer's research: A review of big data promises.	Int J Med Inform	2017
28866768	Providers' Response to Clinical Decision Support for QT Prolonging Drugs.	J Med Syst	2017
27866368	Does serum procalcitonin aid in the diagnosis of bloodstream infection regardless of whether patients exhibit the systemic inflammatory response syndrome?	Infection	2017
27081408	Application of An Ontology for Characterizing Data Quality For a Secondary Use of EHR Data.	Appl Clin Inform	2016
27332227	Clustering the Whole-Person Health Data to Predict Liver Transplant Survival.	Stud Health Technol Inform	2016
27570669	A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.	AMIA Jt Summits Transl Sci Proc	2016
27158565	Type 2 Diabetes Mellitus Trajectories and Associated Risks.	Big Data	2016
26850412	Statin Use, Diabetes Incidence and Overall Mortality in Normoglycemic and Impaired Fasting Glucose Patients.	J Gen Intern Med	2016
25991289	Using EHR-Linked Biobank Data to Study Metformin Pharmacogenomics.	Stud Health Technol Inform	2015

1 - 50 of 63

Curtis B Storlie

Mayo Clinic

Career Start Year 2018

Number of shared co-authors 3

Xing Song

University of Missouri

Career Start Year 2018

Number of shared co-authors 0

Andreas Coppi

Center for Outcomes Research and Evaluation, Yale-New Haven Hospital

Career Start Year 2017

Number of shared co-authors 0

Zhaoyi Chen

University of Florida

Career Start Year 2017

Number of shared co-authors 0

Yilin Ning

Duke-NUS Medical School, National University of Singapore

Career Start Year 2016

Number of shared co-authors 0

Jenna M Reps

Erasmus University Medical Center

Career Start Year 2014

Number of shared co-authors 0

Gloria Lipori

University of Florida Health

Career Start Year 2014

Number of shared co-authors 0

Kenney Ng

Center for Computational Health

Career Start Year 2014

Number of shared co-authors 0

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 4

Kathryn L Colborn

University of Colorado Anschutz Medical Campus

Career Start Year 2013

Number of shared co-authors 0

Ramkiran Gouripeddi

University of Utah, USA Clinical and Translational Science Institute

Career Start Year 2011

Number of shared co-authors 0

Yiye Zhang

NYP Weill Cornell Medical Center, NewYork-Presbyterian Hospital

Career Start Year 2011

Number of shared co-authors 1

Robert L Davis

Center for Biomedical Informatics, University of Tennessee Health Science Center

Career Start Year 2011

Number of shared co-authors 0

Janos Hajagos

Stony Brook University

Career Start Year 2011

Number of shared co-authors 1

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 0

Jim Davies

NIHR Oxford Biomedical Research Centre

Career Start Year 2009

Number of shared co-authors 0

Evan Minty

O'Brien Institute for Public Health, University of Calgary

Career Start Year 2009

Number of shared co-authors 0

Spiros Denaxas

Institute of Health Informatics, University College London

Career Start Year 2008

Number of shared co-authors 0

Mei Liu

University of Kansas Medical Center

Career Start Year 2005

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 2

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 3

Jianying Hu

Center for Computational Health

Career Start Year 2002

Number of shared co-authors 0

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 2

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 0

Rema Padman

Carnegie Mellon University.

Career Start Year 2000

Number of shared co-authors 0

Tina Hernandez-Boussard

Stanford University

Career Start Year 1998

Number of shared co-authors 0

Leo Anthony Celi

Harvard T.H. Chan School of Public Health, MIT

Career Start Year 1998

Number of shared co-authors 0

Michael Matheny

American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School

Career Start Year 1991

Number of shared co-authors 1

Mark G Weiner

Weill Cornell Medical College

Career Start Year 1987

Number of shared co-authors 4

row(s) 1 - 30 of 30

Pedro J Caraballo

Mayo Clinic

Co-authored papers 17

Genevieve B Melton

University of Minnesota

Co-authored papers 16

Lisiane Pruinelli

College of Nursing, University of Florida

Co-authored papers 11

Bonnie L Westra

University of Minnesota

Co-authored papers 10

Jyotishman Pathak

Cornell University

Co-authored papers 5

Steven G Johnson

Institute for Health Informatics, University of Minnesota

Co-authored papers 4

Christopher J Tignanelli

Department of Surgery University of Minnesota Minneapolis Minnesota USA.

Co-authored papers 4

Rui Zhang

University of Minnesota

Co-authored papers 3

Stuart M Speedie

Institute for Health Informatics, University of Minnesota

Co-authored papers 3

David S Pieczkiewicz

Institute for Health Informatics, University of Minnesota

Co-authored papers 3

Richard M Weinshilboum

Mayo Clinic

Co-authored papers 3

Sebastian M Armasu

Division of Clinical Trials and Biostatistics, Mayo Clinic

Co-authored papers 2

Dingcheng Li

University of Minnesota

Co-authored papers 2

Ronald C Petersen

Mayo Clinic Rochester

Co-authored papers 2

Jesse D Schold

University of Colorado Anschutz Medical Campus

Co-authored papers 2

Clifford R Jack

Mayo Clinic Rochester

Co-authored papers 2

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Co-authored papers 2

Liewei Wang

Mayo Clinic

Co-authored papers 2

Euijung Ryu

Mayo Clinic

Co-authored papers 2

David S Knopman

Mayo Clinic Rochester

Co-authored papers 2

Dennis H Murphree

Mayo Clinic