Multi-Task Learning to Identify Outcome-Specific Risk Factors that Distinguish Individual Micro and Macrovascular Complications of Type 2 Diabetes

por Kim, Era, Pieczkiewicz, David S., Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.
Publicado 2018

A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus

por Shen, Xinpeng, Ma, Sisi, Vemuri, Prashanthi, Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.
Publicado 2021

Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data

por Hu, Zhen, Simon, Gyorgy J., Arsoniadis, Elliot G., Wang, Yan, Kwaan, Mary R., Melton, Genevieve B.
Publicado 2015

Predicting diabetes clinical outcomes using longitudinal risk factor trajectories

por Simon, Gyorgy J., Peterson, Kevin A., Castro, M. Regina, Steinbach, Michael S., Kumar, Vipin, Caraballo, Pedro J.
Publicado 2020

The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites

por Tourani, Roshan, Murphree, Dennis H., Melton-Meaux, Genevieve, Wick, Elizabeth, Kor, Daryl J., Simon, Gyorgy J.
Publicado 2019

Evaluating the Impact of Data Representation on EHR-Based Analytic Tasks

por Oh, Wonsuk, Steinbach, Michael S., Castro, M. Regina, Peterson, Kevin A., Kumar, Vipin, Caraballo, Pedro J., Simon, Gyorgy J.
Publicado 2019

Characterizing Surgical Site Infection Signals in Clinical Notes

por Skube, Steven J, Hu, Zhen, Arsoniadis, Elliot G, Simon, Gyorgy J, Wick, Elizabeth C, Ko, Clifford Y, Melton, Genevieve B
Publicado 2017

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications

por Pruinelli, Lisiane, Yadav, Pranjul, Hangsleben, Andrew, Johnson, Jakob, Dey, Sanjoy, McCarty, Maribet, Kumar, Vipin, Delaney, Connie W., Steinbach, Michael, Westra, Bonnie L., Simon, György J.
Publicado 2016

Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities

por Shen, Xinpeng, Raghavan, Sheelakumari, Przybelski, Scott A., Lesnick, Timothy G., Ma, Sisi, Reid, Robert I., Graff-Radford, Jonathan, Mielke, Michelle M., Knopman, David S., Petersen, Ronald C., Jack Jr., Clifford R., Simon, György J., Vemuri, Prashanthi
Publicado 2022