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Author Details

Matthew M Ruppert
Intelligent Clinical Care Center, University of Florida
2016
30
8
PMIDPaper TitleJournal TitlePublished Year
36657179Building an automated, machine learning-enabled platform for predicting post-operative complications.Physiol Meas2023
37853103Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis.Sci Rep2023
37646309Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.JMIR Med Inform2023
35797553Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care.Ann Surg2023
37316372A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients.Surgery2023
36945689Clinical Courses of Acute Kidney Injury in Hospitalized Patients: A Multistate Analysis.ArXiv2023
36648256Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System.J Am Coll Surg2023
36681755Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks.Sci Rep2023
36727772Retrospective value assessment of a dedicated, trauma hybrid operating room.J Trauma Acute Care Surg2023
36699252Predictive Modeling for Readmission to Intensive Care: A Systematic Review.Crit Care Explor2023
34261886Aligning Patient Acuity With Resource Intensity After Major Surgery: A Scoping Review.Ann Surg2022
35576007Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.JAMA Netw Open2022
36590701Physiologic signatures within six hours of hospitalization identify acute illness phenotypes.PLOS Digit Health2022
36590140Uncertainty-aware deep learning in healthcare: A scoping review.PLOS Digit Health2022
36532301Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible.PLOS Digit Health2022
36305781A framework for a consistent and reproducible evaluation of manual review for patient matching algorithms.J Am Med Inform Assoc2022
36325438Federated learning for preserving data privacy in collaborative healthcare research.Digit Health2022
32482979Metabolomic Profiling for Diagnosis and Prognostication in Surgery: A Scoping Review.Ann Surg2021
33718920Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU.Front Digit Health2021
34757993Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury.Curr Opin Crit Care2021
34757412Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity.JAMA Netw Open2021
34723289Pain Action Unit Detection in Critically Ill Patients.Proc COMPSAC2021
33436272Reinforcement learning in surgery.Surgery2021
32531520Added Value of Intraoperative Data for Predicting Postoperative Complications: The MySurgeryRisk PostOp Extension.J Surg Res2020
32011817Cardiovascular death and progression to end-stage renal disease after major surgery in elderly patients.BJS Open2020
33354672ICU Delirium-Prediction Models: A Systematic Review.Crit Care Explor2020
32695991Improving the Intensive Care Patient Experience With Virtual Reality-A Feasibility Study.Crit Care Explor2020
30792011Comparing clinical judgment with the MySurgeryRisk algorithm for preoperative risk assessment: A pilot usability study.Surgery2019
31142754Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning.Sci Rep2019
27238354Preoperative assessment of the risk for multiple complications after surgery.Surgery2016
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Collaborators

University of Florida, Univerzitet u Sarajevu Medicinski Fakultet
Co-authored papers 28
University of Florida
Co-authored papers 26
University of Florida Health
Co-authored papers 19
University of Florida
Co-authored papers 13
University of Florida, Washington State University
Co-authored papers 12
University of Florida
Co-authored papers 11
University of Florida Health
Co-authored papers 10
Intelligent Clinical Care Center, University of Florida
Co-authored papers 9
College of Medicine, University of Florida
Co-authored papers 6
Duke University
Co-authored papers 4
University of Florida
Co-authored papers 3
College of Engineering
Co-authored papers 2
University of Florida College of Medicine
Co-authored papers 2
University of Florida
Co-authored papers 2
Hangzhou Institute of Medicine, Chinese Academy of Sciences
Co-authored papers 1
Islamic Azad University
Co-authored papers 1
University of Florida
Co-authored papers 1
University of Florida Intelligent Critical Care Center (IC), University of Florida
Co-authored papers 1
University of Florida Health
Co-authored papers 1
University of Florida
Co-authored papers 1
University of Florida Health
Co-authored papers 1
University oFlorida
Co-authored papers 1
University of Florida.
Co-authored papers 1
University of Minnesota
Co-authored papers 1
University of Florida Intelligent Critical Care Center (IC), University of Florida
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University of Florida Health
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University of Florida Health
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University of Florida Health
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University of Florida
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University of Florida
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