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Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment.
- Published in:
- PLoS Digital Health, 2022, v. 1, n. 2, p. 1, doi. 10.1371/journal.pdig.0000012
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- Article
USING NONLINEAR MODEL PREDICTIVE CONTROL TO FIND OPTIMAL THERAPEUTIC STRATEGIES TO MODULATE INFLAMMATION.
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- Mathematical Biosciences & Engineering, 2015, v. 12, n. 2, p. 739, doi. 10.3934/mbe.2010.7.739
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- Article
Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing.
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- INFORMS Journal on Computing, 2023, v. 35, n. 2, p. 403, doi. 10.1287/ijoc.2022.1267
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- Article
Computational disease modeling - fact or fiction?
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- BMC Systems Biology, 2009, v. 3, p. 1, doi. 10.1186/1752-0509-3-56
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- Article
Evaluation of eye tracking for a decision support application.
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- JAMIA Open, 2021, v. 4, n. 3, p. 1, doi. 10.1093/jamiaopen/ooab059
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- Publication type:
- Article
A simple electronic medical record system designed for research.
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- JAMIA Open, 2021, v. 4, n. 3, p. 1, doi. 10.1093/jamiaopen/ooab040
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- Article
Acute removal of common sepsis mediators does not explain the effects of extracorporeal blood purification in experimental sepsis.
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- Kidney International, 2012, v. 81, n. 4, p. 363, doi. 10.1038/ki.2011.320
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- Article
A Three-Tiered Study of Differences in Murine Intrahost Immune Response to Multiple Pneumococcal Strains.
- Published in:
- PLoS ONE, 2015, v. 10, n. 8, p. 1, doi. 10.1371/journal.pone.0134012
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- Article
Using Data-Driven Rules to Predict Mortality in Severe Community Acquired Pneumonia.
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- PLoS ONE, 2014, v. 9, n. 4, p. 1, doi. 10.1371/journal.pone.0089053
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- Publication type:
- Article
The Effect of Pulmonary Artery Catheter Use on Costs and Long-Term Outcomes of Acute Lung Injury.
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- PLoS ONE, 2011, v. 6, n. 7, p. 1, doi. 10.1371/journal.pone.0022512
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- Publication type:
- Article
An Adequately Robust Early TNF-α Response Is a Hallmark of Survival Following Trauma/Hemorrhage.
- Published in:
- PLoS ONE, 2009, v. 4, n. 12, p. 1, doi. 10.1371/journal.pone.0008406
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- Publication type:
- Article
A Patient-Specific in silico Model of Inflammation and Healing Tested in Acute Vocal Fold Injury.
- Published in:
- PLoS ONE, 2008, v. 3, n. 7, p. 1, doi. 10.1371/journal.pone.0002789
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- Article
A Research Agenda for Precision Medicine in Sepsis and Acute Respiratory Distress Syndrome: An Official American Thoracic Society Research Statement.
- Published in:
- 2021
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- Publication type:
- journal article
Intensive care unit safety culture and outcomes: a US multicenter study.
- Published in:
- 2010
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- Publication type:
- journal article
Intensive care unit safety culture and outcomes: a US multicenter study†.
- Published in:
- International Journal for Quality in Health Care, 2010, v. 22, n. 3, p. 151, doi. 10.1093/intqhc/mzq017
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- Article
Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit.
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- Journal of Clinical Medicine, 2022, v. 11, n. 18, p. N.PAG, doi. 10.3390/jcm11185289
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- Publication type:
- Article
Modulation of chemokine gradients by apheresis redirects leukocyte trafficking to different compartments during sepsis, studies in a rat model.
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- Critical Care, 2014, v. 18, n. 4, p. R141, doi. 10.1186/cc13969
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- Article
Light and the outcome of the critically ill: an observational cohort study.
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- 2012
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- Publication type:
- journal article
Learning temporal rules to forecast instability in continuously monitored patients.
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- 2017
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- Publication type:
- journal article
Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study.
- Published in:
- 2020
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- journal article
Robust Model-Based Quantification of Global Ventricular Torsion from Spatially Sparse Three-Dimensional Time Series Data by Orthogonal Distance Regression: Evaluation in a Canine Animal Model Under Different Pacing Regimes.
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- Pacing & Clinical Electrophysiology, 2013, v. 36, n. 1, p. 13, doi. 10.1111/j.1540-8159.2012.03496.x
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- Article
Artificial intelligence in telemetry: what clinicians should know.
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- Intensive Care Medicine, 2021, v. 47, n. 2, p. 150, doi. 10.1007/s00134-020-06295-w
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- Article
Intelligent Clinical Decision Support.
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- Sensors (14248220), 2022, v. 22, n. 4, p. N.PAG, doi. 10.3390/s22041408
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- Article
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs.
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- Sensors (14248220), 2020, v. 20, n. 22, p. 6558, doi. 10.3390/s20226558
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- Article
A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis.
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- PLoS Computational Biology, 2015, v. 11, n. 10, p. 1, doi. 10.1371/journal.pcbi.1004314
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- Article
Ensemble Models of Neutrophil Trafficking in Severe Sepsis.
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- PLoS Computational Biology, 2012, v. 8, n. 3, p. 1, doi. 10.1371/journal.pcbi.1002422
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- Article
From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses.
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- PLoS Computational Biology, 2007, v. 3, n. 11, p. e204, doi. 10.1371/journal.pcbi.0030204
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- Article
Association of Net Ultrafiltration Rate With Mortality Among Critically Ill Adults With Acute Kidney Injury Receiving Continuous Venovenous Hemodiafiltration: A Secondary Analysis of the Randomized Evaluation of Normal vs Augmented Level (RENAL) of Renal Replacement Therapy Trial
- Published in:
- JAMA Network Open, 2019, v. 2, n. 6, p. e195418, doi. 10.1001/jamanetworkopen.2019.5418
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- Article
Modeling and Hemofiltration Treatment of Acute Inflammation.
- Published in:
- Processes, 2016, v. 4, n. 4, p. 38, doi. 10.3390/pr4040038
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- Article
Artificial Intelligence in Critical Care Medicine.
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- 2022
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- Publication type:
- journal article
Artificial Intelligence in Critical Care Medicine.
- Published in:
- Critical Care, 2022, v. 26, n. 1, p. 1, doi. 10.1186/s13054-022-03915-3
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- Article
Dynamic microsimulation to model multiple outcomes in cohorts of critically ill patients.
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- 2004
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- Publication type:
- journal article
Implementation of the Randomized Embedded Multifactorial Adaptive Platform for COVID-19 (REMAP-COVID) trial in a US health system—lessons learned and recommendations.
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- Trials, 2021, v. 22, n. 1, p. 1, doi. 10.1186/s13063-020-04997-6
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- Publication type:
- Article
Implementation of the Randomized Embedded Multifactorial Adaptive Platform for COVID-19 (REMAP-COVID) trial in a US health system-lessons learned and recommendations.
- Published in:
- 2021
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- Publication type:
- Journal Article
The Epidemiology of Severe Sepsis in Children in the United States.
- Published in:
- American Journal of Respiratory & Critical Care Medicine, 2003, v. 167, n. 5, p. 695, doi. 10.1164/rccm.200207-682OC
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- Publication type:
- Article
Agent-based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor-β1.
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- Wound Repair & Regeneration, 2007, v. 15, n. 5, p. 671, doi. 10.1111/j.1524-475X.2007.00271.x
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- Article
Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.
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- 2019
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- Publication type:
- journal article
Use of artificial intelligence in critical care: opportunities and obstacles.
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- Critical Care, 2024, v. 28, n. 1, p. 1, doi. 10.1186/s13054-024-04860-z
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- Publication type:
- Article
Pathophysiological Responses to Bloodstream Infection in Critically Ill Transplant Recipients Compared With Non-Transplant Recipients.
- Published in:
- Clinical Infectious Diseases, 2024, v. 78, n. 4, p. 1011, doi. 10.1093/cid/ciad662
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- Article
Improvements and limitations in developing multivariate models of hemorrhage and transfusion risk for the obstetric population.
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- Transfusion, 2021, v. 61, n. 2, p. 423, doi. 10.1111/trf.16216
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- Article
A linear code parameter search algorithm with applications to immunology.
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- Computational Optimization & Applications, 2009, v. 42, n. 1, p. 155, doi. 10.1007/s10589-007-9118-9
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- Article
Predicting cardiorespiratory instability.
- Published in:
- 2016
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- Publication type:
- journal article
A large-scale immuno-epidemiological simulation of influenza A epidemics.
- Published in:
- 2014
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- Publication type:
- journal article
Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research.
- Published in:
- Journal of Clinical Monitoring & Computing, 2022, v. 36, n. 2, p. 397, doi. 10.1007/s10877-021-00664-6
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- Article
Predicting tachycardia as a surrogate for instability in the intensive care unit.
- Published in:
- 2019
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- Publication type:
- journal article
Cardiorespiratory instability in monitored step-down unit patients: using cluster analysis to identify patterns of change.
- Published in:
- 2018
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- Publication type:
- journal article
Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data.
- Published in:
- 2016
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- Publication type:
- journal article
A comparison of three methods to estimate baseline creatinine for RIFLE classification.
- Published in:
- Nephrology Dialysis Transplantation, 2010, v. 25, n. 12, p. 3911
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- Publication type:
- Article
Relationship between Race and the Effect of Fluids on Long-term Mortality after Acute Respiratory Distress Syndrome. Secondary Analysis of the National Heart, Lung, and Blood Institute Fluid and Catheter Treatment Trial.
- Published in:
- 2017
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- Publication type:
- journal article
Dynamic and Personalized Risk Forecast in Step-Down Units. Implications for Monitoring Paradigms.
- Published in:
- 2017
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- Publication type:
- journal article