Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities
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
Published in NeuroImage clinical (01.01.2022)
Published in NeuroImage clinical (01.01.2022)
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Extending Association Rule Summarization Techniques to Assess Risk of Diabetes Mellitus
Simon, György J., Caraballo, Pedro J., Therneau, Terry M., Cha, Steven S., Castro, M. Regina, Li, Peter W.
Published in IEEE transactions on knowledge and data engineering (01.01.2015)
Published in IEEE transactions on knowledge and data engineering (01.01.2015)
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A Framework for Visualizing Data Quality for Predictive Models and Clinical Quality Measures
Johnson, Steven G, Pruinelli, Lisiane, Hoff, Alexander, Kumar, Vipin, Simon, György J, Steinbach, Michael, Westra, Bonnie L
Published in AMIA Summits on Translational Science proceedings (2019)
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Published in AMIA Summits on Translational Science proceedings (2019)
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Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls
Year of Publication 2024
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Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record
Hu, Zhen, Melton, Genevieve B., Arsoniadis, Elliot G., Wang, Yan, Kwaan, Mary R., Simon, Gyorgy J.
Published in Journal of biomedical informatics (01.04.2017)
Published in Journal of biomedical informatics (01.04.2017)
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Journal Article
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications
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
Published in AMIA Summits on Translational Science proceedings (2016)
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Published in AMIA Summits on Translational Science proceedings (2016)
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Consensus modeling: Safer transfer learning for small health systems
Tourani, Roshan, Murphree, Dennis H., Sheka, Adam, Melton, Genevieve B., Kor, Daryl J., Simon, Gyorgy J.
Published in Artificial intelligence in medicine (01.08.2024)
Published in Artificial intelligence in medicine (01.08.2024)
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Journal Article
Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm
Zhu, Ying, Simon, Gyorgy J., Wick, Elizabeth C., Abe-Jones, Yumiko, Najafi, Nader, Sheka, Adam, Tourani, Roshan, Skube, Steven J., Hu, Zhen, Melton, Genevieve B.
Published in Journal of the American College of Surgeons (01.06.2021)
Published in Journal of the American College of Surgeons (01.06.2021)
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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
Kim, Era, Caraballo, Pedro J., Castro, M. Regina, Pieczkiewicz, David S., Simon, Gyorgy J.
Published in Journal of medical systems (01.07.2019)
Published in Journal of medical systems (01.07.2019)
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A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data
Oh, Wonsuk, Steinbach, Michael S., Castro, M. Regina, Peterson, Kevin A., Kumar, Vipin, Caraballo, Pedro J., Simon, Gyorgy J.
Published in IEEE journal of biomedical and health informatics (01.07.2021)
Published in IEEE journal of biomedical and health informatics (01.07.2021)
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Journal Article
Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data
Hu, Zhen, Simon, Gyorgy J, Arsoniadis, Elliot G, Wang, Yan, Kwaan, Mary R, Melton, Genevieve B
Published in Studies in health technology and informatics (2015)
Published in Studies in health technology and informatics (2015)
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Journal Article
The Value of Aggregated High-Resolution Intraoperative Data for Predicting Post-Surgical Infectious Complications at Two Independent Sites
Tourani, Roshan, Murphree, Dennis H, Melton-Meaux, Genevieve, Wick, Elizabeth, Kor, Daryl J, Simon, Gyorgy J
Published in Studies in health technology and informatics (21.08.2019)
Published in Studies in health technology and informatics (21.08.2019)
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Journal Article
Type 2 Diabetes Mellitus Trajectories and Associated Risks
Oh, Wonsuk, Kim, Era, Castro, M Regina, Caraballo, Pedro J, Kumar, Vipin, Steinbach, Michael S, Simon, Gyorgy J
Published in Big data (01.03.2016)
Published in Big data (01.03.2016)
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Journal Article
Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications
Hu, Zhen, Melton, Genevieve B, Moeller, Nathan D, Arsoniadis, Elliot G, Wang, Yan, Kwaan, Mary R, Jensen, Eric H, Simon, Gyorgy J
Published in AMIA ... Annual Symposium proceedings (2016)
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Published in AMIA ... Annual Symposium proceedings (2016)
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