Intelligent Clinical Decision Support
Pinsky, Michael R, Dubrawski, Artur, Clermont, Gilles
Published in Sensors (Basel, Switzerland) (01.02.2022)
Published in Sensors (Basel, Switzerland) (01.02.2022)
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Journal Article
Automated Assessment of Cardiovascular Sufficiency Using Non-Invasive Physiological Data
Li, Xinyu, Pinsky, Michael R, Dubrawski, Artur
Published in Sensors (Basel, Switzerland) (28.01.2022)
Published in Sensors (Basel, Switzerland) (28.01.2022)
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Journal Article
Using machine learning to improve risk prediction in durable left ventricular assist devices
Kilic, Arman, Dochtermann, Daniel, Padman, Rema, Miller, James K, Dubrawski, Artur
Published in PloS one (10.03.2021)
Published in PloS one (10.03.2021)
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Journal Article
Dynamic and Personalized Risk Forecast in Step-Down Units. Implications for Monitoring Paradigms
Chen, Lujie, Ogundele, Olufunmilayo, Clermont, Gilles, Hravnak, Marilyn, Pinsky, Michael R, Dubrawski, Artur W
Published in Annals of the American Thoracic Society (01.03.2017)
Published in Annals of the American Thoracic Society (01.03.2017)
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Journal Article
Predicting neurological recovery with Canonical Autocorrelation Embeddings
De-Arteaga, Maria, Chen, Jieshi, Huggins, Peter, Elmer, Jonathan, Clermont, Gilles, Dubrawski, Artur
Published in PloS one (28.01.2019)
Published in PloS one (28.01.2019)
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Journal Article
Outbreak of Pseudomonas aeruginosa Infections from a Contaminated Gastroscope Detected by Whole Genome Sequencing Surveillance
Sundermann, Alexander J, Chen, Jieshi, Miller, James K, Saul, Melissa I, Shutt, Kathleen A, Griffith, Marissa P, Mustapha, Mustapha M, Ezeonwuka, Chinelo, Waggle, Kady, Srinivasa, Vatsala, Kumar, Praveen, Pasculle, A William, Ayres, Ashley M, Snyder, Graham M, Cooper, Vaughn S, Van Tyne, Daria, Marsh, Jane W, Dubrawski, Artur W, Harrison, Lee H
Published in Clinical infectious diseases (02.08.2021)
Published in Clinical infectious diseases (02.08.2021)
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Journal Article
Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research
Pellathy, Tiffany, Saul, Melissa, Clermont, Gilles, Dubrawski, Artur W., Pinsky, Michael R., Hravnak, Marilyn
Published in Journal of clinical monitoring and computing (01.04.2022)
Published in Journal of clinical monitoring and computing (01.04.2022)
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Journal Article
Automated data mining of the electronic health record for investigation of healthcare-associated outbreaks
Sundermann, Alexander J, Miller, James K, Marsh, Jane W, Saul, Melissa I, Shutt, Kathleen A, Pacey, Marissa, Mustapha, Mustapha M, Ayres, Ashley, Pasculle, A William, Chen, Jieshi, Snyder, Graham M, Dubrawski, Artur W, Harrison, Lee H
Published in Infection control and hospital epidemiology (01.03.2019)
Published in Infection control and hospital epidemiology (01.03.2019)
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Journal Article
Supplementing Existing Societal Risk Models for Surgical Aortic Valve Replacement With Machine Learning for Improved Prediction
Kilic, Arman, Habib, Robert H, Miller, James K, Shahian, David M, Dearani, Joseph A, Dubrawski, Artur W
Published in Journal of the American Heart Association (16.11.2021)
Published in Journal of the American Heart Association (16.11.2021)
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Journal Article
Sex differences in post cardiac arrest discharge locations
Jeanselme, Vincent, De-Arteaga, Maria, Elmer, Jonathan, Perman, Sarah M., Dubrawski, Artur
Published in Resuscitation plus (01.12.2021)
Published in Resuscitation plus (01.12.2021)
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Journal Article
Autonomous precision resuscitation during ground and air transport of an animal hemorrhagic shock model
Pinsky, Michael R., Gomez, Hernando, Guyette, Francis X., Weiss, Leonard, Dubrawski, Artur, Leonard, Jim, MacLachlan, Robert, Gordon, Lisa, Lagattuta, Theodore, Salcido, David, Poropatich, Ronald
Published in Intensive care medicine experimental (24.05.2024)
Published in Intensive care medicine experimental (24.05.2024)
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Journal Article
Cardiorespiratory instability in monitored step-down unit patients: using cluster analysis to identify patterns of change
Bose, Eliezer L., Clermont, Gilles, Chen, Lujie, Dubrawski, Artur W., Ren, Dianxu, Hoffman, Leslie A., Pinsky, Michael R., Hravnak, Marilyn
Published in Journal of clinical monitoring and computing (01.02.2018)
Published in Journal of clinical monitoring and computing (01.02.2018)
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Journal Article
Whole-genome sequencing surveillance and machine learning for healthcare outbreak detection and investigation: A systematic review and summary
Sundermann, Alexander J, Chen, Jieshi, Miller, James K, Martin, Elise M, Snyder, Graham M, Van Tyne, Daria, Marsh, Jane W, Dubrawski, Artur, Harrison, Lee H
Published in Antimicrobial stewardship & healthcare epidemiology : ASHE (2022)
Published in Antimicrobial stewardship & healthcare epidemiology : ASHE (2022)
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Journal Article