Gilles Clermont

Gilles Clermont's AcademicInfluence.com Rankings

Gilles Clermont

Engineering

#6334

World Rank

#7652

Historical Rank

Biomedical Engineering

#555

World Rank

#565

Historical Rank

Applied Physics

#2002

World Rank

#2038

Historical Rank

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Engineering

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Gilles Clermont's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care (2001) (8181)
RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis (2006) (1448)
The epidemiology of severe sepsis in children in the United States. (2003) (834)
Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. (2019) (572)
Hospitalized community-acquired pneumonia in the elderly: age- and sex-related patterns of care and outcome in the United States. (2002) (561)
Severe community-acquired pneumonia: use of intensive care services and evaluation of American and British Thoracic Society Diagnostic criteria. (2002) (528)
Classifying AKI by Urine Output versus Serum Creatinine Level. (2015) (376)
Renal failure in the ICU: comparison of the impact of acute renal failure and end-stage renal disease on ICU outcomes. (2002) (340)
Quality-adjusted survival in the first year after the acute respiratory distress syndrome. (2001) (329)
The dynamics of acute inflammation. (2004) (287)
A reduced mathematical model of the acute inflammatory response: I. Derivation of model and analysis of anti-inflammation. (2006) (264)
Intensive care unit safety culture and outcomes: a US multicenter study. (2010) (257)
Perceptions of safety culture vary across the intensive care units of a single institution* (2007) (239)
COST-EFFECTIVENESS OF DROTRECOGIN ALFA (ACTIVATED) IN THE TREATMENT OF SEVERE SEPSIS (2002) (227)
A comparison of three methods to estimate baseline creatinine for RIFLE classification. (2010) (220)
THE ACUTE INFLAMMATORY RESPONSE IN DIVERSE SHOCK STATES (2005) (206)
In silico design of clinical trials: A method coming of age (2004) (193)
Epidemiology of neonatal respiratory failure in the United States: projections from California and New York. (2001) (183)
A reduced mathematical model of the acute inflammatory response II. Capturing scenarios of repeated endotoxin administration. (2006) (175)
A dynamical model of human immune response to influenza A virus infection. (2007) (168)
Predicting hospital mortality for patients in the intensive care unit: A comparison of artificial neural networks with logistic regression models (2001) (164)
Severe sepsis in community-acquired pneumonia: when does it happen, and do systemic inflammatory response syndrome criteria help predict course? (2006) (157)
Pneumonia: still the old man's friend? (2003) (155)
Agent‐based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor‐β1 (2007) (144)
Growth of intensive care unit resource use and its estimated cost in Medicare* (2008) (143)
Haloperidol use is associated with lower hospital mortality in mechanically ventilated patients* (2005) (143)
Mathematical models of the acute inflammatory response (2004) (138)
Outlier detection for patient monitoring and alerting (2013) (133)
A Patient-Specific in silico Model of Inflammation and Healing Tested in Acute Vocal Fold Injury (2008) (119)
IN SILICO MODELS OF ACUTE INFLAMMATION IN ANIMALS (2006) (114)
Risk and markers of severe acute pancreatitis. (2007) (110)
58 (2016) (106)
Healthcare costs and long-term outcomes after acute respiratory distress syndrome: A phase III trial of inhaled nitric oxide* (2006) (106)
36th International Symposium on Intensive Care and Emergency Medicine (2016) (103)
Hospital mortality and resource use in subgroups of the Recombinant Human Activated Protein C Worldwide Evaluation in Severe Sepsis (PROWESS) trial * (2004) (92)
Both Positive and Negative Fluid Balance May Be Associated With Reduced Long-Term Survival in the Critically Ill (2017) (89)
Precision medicine for all? Challenges and opportunities for a precision medicine approach to critical illness (2017) (88)
From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses (2007) (87)
THE ROLE OF INITIAL TRAUMA IN THE HOST'S RESPONSE TO INJURY AND HEMORRHAGE: INSIGHTS FROM A CORRELATION OF MATHEMATICAL SIMULATIONS AND HEPATIC TRANSCRIPTOMIC ANALYSIS (2006) (84)
Acute removal of common sepsis mediators does not explain the effects of extracorporeal blood purification in experimental sepsis. (2012) (83)
Blood purification in sepsis: a new paradigm. (2010) (78)
In Silico and In Vivo Approach to Elucidate the Inflammatory Complexity of CD14-deficient Mice (2006) (78)
Chloride Content of Fluids Used for Large-Volume Resuscitation Is Associated With Reduced Survival (2017) (76)
Implementation of early goal-directed therapy for severe sepsis and septic shock: A decision analysis (2007) (76)
International comparisons of critical care outcome and resource consumption. (1997) (75)
AKI in low-risk versus high-risk patients in intensive care. (2015) (75)
Medical emergency teams: a strategy for improving patient care and nursing work environments. (2006) (71)
Angiopoietin-2, a Regulator of Vascular Permeability in Inflammation, Is Associated With Persistent Organ Failure in Patients With Acute Pancreatitis From the United States and Germany (2010) (67)
Bridging the gap between systems biology and medicine (2009) (66)
Association of Net Ultrafiltration Rate With Mortality Among Critically Ill Adults With Acute Kidney Injury Receiving Continuous Venovenous Hemodiafiltration (2019) (64)
Intensive Monitoring of Urine Output Is Associated With Increased Detection of Acute Kidney Injury and Improved Outcomes (2017) (63)
Modality of RRT and Recovery of Kidney Function after AKI in Patients Surviving to Hospital Discharge. (2016) (62)
An ensemble of models of the acute inflammatory response to bacterial lipopolysaccharide in rats: results from parameter space reduction. (2008) (62)
A MATHEMATICAL SIMULATION OF THE INFLAMMATORY RESPONSE TO ANTHRAX INFECTION (2008) (59)
Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data* (2016) (59)
Net ultrafiltration intensity and mortality in critically ill patients with fluid overload (2018) (58)
An Adequately Robust Early TNF-α Response Is a Hallmark of Survival Following Trauma/Hemorrhage (2009) (57)
Parameter Synthesis in Nonlinear Dynamical Systems: Application to Systems Biology (2009) (56)
AGE-SPECIFIC INCIDENCE AND OUTCOME OF SEPSIS IN THE US (1999) (56)
Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example* (2021) (55)
Evidence-based modeling of critical illness: an initial consensus from the Society for Complexity in Acute Illness. (2007) (55)
Short‐term and long‐term outcome prediction with the Acute Physiology and Chronic Health Evaluation II system after orthotopic liver transplantation (2000) (54)
Conditional outlier detection for clinical alerting. (2010) (51)
Modulation of chemokine gradients by apheresis redirects leukocyte trafficking to different compartments during sepsis, studies in a rat model (2014) (49)
Outlier-based detection of unusual patient-management actions: An ICU study (2016) (47)
Computational disease modeling – fact or fiction? (2009) (47)
Challenges and rewards on the road to translational systems biology in acute illness: four case reports from interdisciplinary teams. (2007) (46)
A call to alarms: Current state and future directions in the battle against alarm fatigue. (2018) (44)
Cost-effectiveness of inhaled nitric oxide in the treatment of neonatal respiratory failure in the United States. (2003) (44)
Does acute organ dysfunction predict patient-centered outcomes? (2002) (43)
The Effect of Pulmonary Artery Catheter Use on Costs and Long-Term Outcomes of Acute Lung Injury (2011) (42)
The inflammatory response to influenza A virus (H1N1): An experimental and mathematical study. (2015) (42)
Agent-based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor-beta1. (2007) (39)
Comparison of Cox and Gray’s survival models in severe sepsis* (2004) (38)
Using nonlinear model predictive control to find optimal therapeutic strategies to modulate inflammation. (2010) (37)
Ensemble Models of Neutrophil Trafficking in Severe Sepsis (2012) (37)
A mathematical model of pulmonary gas exchange under inflammatory stress. (2010) (35)
A mathematical model of intrahost pneumococcal pneumonia infection dynamics in murine strains. (2014) (35)
Real alerts and artifact classification in archived multi-signal vital sign monitoring data: implications for mining big data (2016) (34)
Dynamic microsimulation to model multiple outcomes in cohorts of critically ill patients (2004) (33)
A large-scale immuno-epidemiological simulation of influenza A epidemics (2014) (32)
Equation-based models of dynamic biological systems. (2008) (31)
Clinical and Economic Effects of iNO in Premature Newborns With Respiratory Failure at 1 Year (2009) (30)
Dynamic and Personalized Risk Forecast in Step‐Down Units. Implications for Monitoring Paradigms (2017) (29)
Systems engineering medicine: engineering the inflammation response to infectious and traumatic challenges (2010) (29)
The inverse problem in mathematical biology. (2015) (29)
Pediatric Traumatic Brain Injury Is Inconsistently Regionalized in the United States (2008) (28)
Intensive care unit readmission during childhood after preterm birth with respiratory failure. (2014) (27)
Predicting ICU mortality: a comparison of stationary and nonstationary temporal models (2000) (27)
Evaluating Disorders with a Complex Genetics Basis. The Future Roles of Meta-analysis and Systems Biology (2005) (25)
Measuring resource use in the ICU with computerized therapeutic intervention scoring system-based data. (1998) (25)
Light and the outcome of the critically ill: an observational cohort study (2012) (24)
Learning temporal rules to forecast instability in continuously monitored patients (2017) (24)
Intensive care unit renal support therapy volume is not associated with patient outcome* (2011) (22)
Recovery from acute kidney injury: determinants and predictors. (2010) (22)
Reassessing the value of short-term mortality in sepsis: Comparing conventional approaches to modeling (2003) (21)
A three-dimensional mathematical and computational model of necrotizing enterocolitis. (2013) (21)
Using what you get: dynamic physiologic signatures of critical illness. (2015) (21)
Using Data-Driven Rules to Predict Mortality in Severe Community Acquired Pneumonia (2014) (20)
Predicting tachycardia as a surrogate for instability in the intensive care unit (2019) (20)
Predicting cardiorespiratory instability (2016) (19)
Implementation of the Randomized Embedded Multifactorial Adaptive Platform for COVID-19 (REMAP-COVID) trial in a US health system—lessons learned and recommendations (2021) (18)
Using machine learning to selectively highlight patient information (2019) (17)
Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR (2017) (17)
A Research Agenda for Precision Medicine in Sepsis and Acute Respiratory Distress Syndrome: An Official American Thoracic Society Research Statement (2021) (17)
A model of neutrophil dynamics in response to inflammatory and cancer chemotherapy challenges (2013) (16)
Predicting late anemia in critical illness (2006) (16)
Physiologic responses to severe hemorrhagic shock and the genesis of cardiovascular collapse: can irreversibility be anticipated? (2012) (16)
Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study (2020) (15)
Clinical evaluation of the new RIFLE criteria for acute renal failure (2004) (15)
Long-term (180-Day) Outcomes in Critically Ill Patients With COVID-19 in the REMAP-CAP Randomized Clinical Trial. (2022) (15)
Development and validation of a large scale ICU simulation model with blocking (2011) (14)
Predicting with Variables Constructed from Temporal Sequences (2001) (14)
Mathematical and Statistical Modeling of Acute Inflammation (2004) (13)
Artificial Intelligence in Critical Care Medicine (2022) (13)
Severity scoring systems in the modern intensive care unit. (1998) (13)
Immune response to influenza A (2008) (13)
Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System (2018) (13)
Cost-effectiveness of early goal-directed therapy in the treatment of severe sepsis and septic shock (2003) (12)
Modelling Risk of Cardio-Respiratory Instability as a Heterogeneous Process (2015) (12)
Cardiorespiratory instability in monitored step-down unit patients: using cluster analysis to identify patterns of change (2018) (11)
Discrete Dynamical Modeling of Influenza Virus Infection Suggests Age-Dependent Differences in Immunity (2017) (11)
37th International Symposium on Intensive Care and Emergency Medicine (part 1 of 3) (2017) (11)
Acute Inflammation Treatment Via Particle Filter State Estimation and MPC (2010) (11)
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 (2017) (11)
A MATHEMATICAL MODEL OF ACUTE INFLAMMATORY RESPONSE TO ENDOTOXIN CHALLENGE (2009) (10)
Erratum to: 36th International Symposium on Intensive Care and Emergency Medicine (2016) (10)
Using nonlinear model predictive control to find optimal therapeutic strategies to modulate inflammation (2011) (10)
Artificial intelligence in telemetry: what clinicians should know (2021) (10)
Parsimony of Hemodynamic Monitoring Data Sufficient for the Detection of Hemorrhage (2020) (9)
Identifying Deviations from Usual Medical Care using a Statistical Approach. (2010) (9)
Systems biology and translational research. (2005) (9)
A Neutrophil Phenotype Model for Extracorporeal Treatment of Sepsis (2014) (9)
Artificial neural networks as prediction tools in the critically ill (2005) (9)
Improvements and limitations in developing multivariate models of hemorrhage and transfusion risk for the obstetric population (2020) (8)
Prediction of hypotension events with physiologic vital sign signatures in the intensive care unit (2020) (8)
Association between Net Ultrafiltration Rate and Renal Recovery among Critically Ill Adults with Acute Kidney Injury Receiving Continuous Renal Replacement Therapy: An Observational Cohort Study (2021) (8)
Effects of 5% Albumin Plus Saline Versus Saline Alone on Outcomes From Large-Volume Resuscitation in Critically Ill Patients (2020) (8)
Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System (2015) (8)
MATHEMATICAL MODEL PREDICTING OUTCOMES OF SEPSIS PATIENTS TREATED WITH XIGRIS®: ENHANCE TRIAL (2006) (8)
Thresholded area over the curve of spectrometric tissue oxygen saturation as an indicator of volume resuscitability in porcine hemorrhagic shock. (2007) (8)
Modeling and Hemofiltration Treatment of Acute Inflammation. (2016) (7)
APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification (2018) (7)
Modeling physician variability to prioritize relevant medical record information (2020) (7)
Increasing Cardiovascular Data Sampling Frequency and Referencing It to Baseline Improve Hemorrhage Detection (2019) (7)
The case against utilization: Deceptive performance measures in inpatient care capacity models (2012) (7)
A Three-Tiered Study of Differences in Murine Intrahost Immune Response to Multiple Pneumococcal Strains (2015) (7)
A clinician’s guide to understanding and critically appraising machine learning studies: a checklist for Ruling Out Bias Using Standard Tools in Machine Learning (ROBUST-ML) (2022) (7)
In silico modeling in infectious disease (2007) (7)
Zone Model Predictive Control and Moving Horizon Estimation for the Regulation of Blood Glucose in Critical Care Patients (2015) (7)
Diagnoses Associated with the Delivery of Mechanical Ventilation in the Newborn † 1199 (1997) (7)
Procalcitonin testing has the potential to reduce unnecessary antibiotic use in patients with suspected lower respiratory tract infections (2005) (7)
Mathematical modeling of energy consumption in the acute inflammatory response. (2019) (7)
Assessment of Dynamic Intracranial Compliance in Children with Severe Traumatic Brain Injury: Proof-of-Concept (2020) (7)
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside (2021) (6)
Graph Theoretical Analysis of Genome-Scale Data: Examination of Gene Activation Occurring in the Setting of Community-Acquired Pneumonia (2017) (6)
Sensitivity analysis of an ICU simulation model (2012) (6)
The critical care data exchange format: a proposed flexible data standard for combining clinical and high-frequency physiologic data in critical care (2021) (6)
Using Mathematical Models to Improve the Utility of Quantitative ICU Data (2007) (6)
A multivariate probabilistic method for comparing two clinical datasets (2012) (6)
Identification of Endotypes of Hospitalized COVID-19 Patients (2021) (6)
Accelerating availability of clinically-relevant parameter estimates from thromboelastogram point-of-care device (2020) (6)
Preventing "bored-lung disease" when treating patients with ventilatory failure. (2007) (6)
EPIDEMIOLOGY OF MECHANICAL VENTILATION NONINFANT US CHILDREN: Research Citation X (2002) (6)
Mathematical Simulations of Sepsis and Trauma (2005) (6)
A “Virtual Patient” Cohort and Mathematical Model of Glucose Dynamics in Critical Care (2016) (6)
Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment (2021) (5)
Data-driven identification of unusual clinical actions in the ICU (2013) (5)
Graphical Presentations of Clinical Data in a Learning Electronic Medical Record (2020) (5)
Prediction of outcome in critically ill patients (1998) (5)
Correction: Ensemble Models of Neutrophil Trafficking in Severe Sepsis (2012) (5)
Modeling glucose and subcutaneous insulin dynamics in critical care (2017) (5)
A One-Nearest-Neighbor Approach to Identify the Original Time of Infection Using Censored Baboon Sepsis Data* (2016) (5)
A Control-Relevant Model of Subcutaneous Insulin Absorption (2014) (5)
ESICM LIVES 2016: part three (2016) (4)
DYNAMIC MODELING OF THROMBOELASTOGRAPHY TO INFORM STATE OF COAGULOPATHY IN TRAUMA PATIENTS (2016) (4)
Predicting neurological recovery with Canonical Autocorrelation Embeddings (2019) (4)
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs (2020) (4)
Discharge Destination As a Marker of Mobility Impairment in Survivors of Acute Respiratory Distress Syndrome. (2019) (4)
Towards Understanding Pathophysiology in Critical Care: The Human Body as a Complex System (2001) (4)
Septic Cardiomyopathy: from bench-to-bedside (2015) (4)
797: INTERPRETABLE ACTIVE LEARNING IN SUPPORT OF CLINICAL DATA ANNOTATION (2014) (4)
Automatic Identification of Artifacts in Monitoring Critically Ill Patients. (2013) (4)
Development of hemorrhage identification model using non-invasive vital signs (2020) (4)
Rising use of intensive care unit services in Medicare (2005) (4)
Towards a model-based medicine: integration of probabilistic inference with mechanistic knowledge (2006) (4)
Artifact Patterns in Continuous Noninvasive Monitoring of Patients. (2013) (4)
Optimizing a therapeutic intervention: systems engineering of a pheresis intervention for sepsis (2006) (3)
Conditional Outlier Approach for Detection of Unusual Patient Care Actions (2013) (3)
An ensemble of models of the acute inflammatory response (2008) (3)
Modulating inflammation using nonlinear model predictive control (2006) (3)
ESICM LIVES 2016: part three : Milan, Italy. 1-5 October 2016. (2016) (3)
Accuracy of identifying hospital acquired venous thromboembolism by administrative coding: implications for big data and machine learning research (2021) (3)
Modeling longitudinal data in acute illness (2007) (3)
Risk for Cardiorespiratory Instability Following Transfer to a Monitored Step-Down Unit (2017) (3)
A Case for Federated Learning: Enabling and Leveraging Inter-Hospital Collaboration (2020) (3)
S1365 Angiopoietin-2, a Regulator of Vascular Permeability in Inflammation, is Associated With Persistent Organ Failure in Patients With Acute Pancreatitis From the United States and Germany (2010) (3)
A data-driven model of the role of energy in sepsis. (2021) (2)
Sensitivity of human immune response to influenza a virus infection and its dependence on virus and host phenotypes (2013) (2)
51: ARCHETYPING ARTIFACTS IN MONITORED NONINVASIVE VITAL SIGNS DATA (2014) (2)
THE FIRST YEAR AFTER ARDS: RESULTS OF A MULTI-CENTER STUDY (1999) (2)
An agent-based model of acute phonotrauma (2005) (2)
Parameter estimation and synthesis for systems biology: New algorithms for nonlinear and stochastic models (2011) (2)
Unbiased inference of parameter distributions for nonlinear models: The underdetermined case (2008) (2)
Detection of hemorrhage by analyzing shapes of the arterial blood pressure waveforms (2015) (2)
GENERATING TISS-28 SCORES DIRECTLY FROM HOSPITAL BILLING DATA: VALIDATION ON NEW HOSPITAL DATA (1998) (2)
Relationship Between Ventilator-Free-Days And Patient-Centered Outcomes In Patients With Acute Lung Injury (2012) (2)
Modeling the effect of acute inflammation on gas exchange (2006) (2)
Translating systems biology into medical applications : Report of the 3rd Bertinoro Systems Biology Workshop (2009) (2)
HOW VARIABLE IS ICU RESOURCE USE ACROSS US HOSPITALS?: 33 (2004) (2)
Ensemble models for human immune response to influenza A virus infection (2007) (2)
ESICM LIVES 2016: part two (2016) (2)
A linear code parameter search algorithm with applications to immunology (2009) (2)
Understanding Clinical Collaborations Through Federated Classifier Selection (2021) (2)
ESICM LIVES 2016: part one (2016) (2)
LEARNING TEMPORAL RULES TO FORECAST INSTABILITY IN INTENSIVE CARE PATIENTS. (2013) (2)
Association between average glucose levels and hospital mortality among critically ill patients (2013) (2)
Cortical and subcortical grey matter morphometry for neuroprognostication after cardiac arrest (2016) (2)
Determinants of the irreversibility of hemorrhagic shock: an exploratory simulation study (2005) (2)
A compartmental model reveals a mechanism for misregulation of neutrophil trafficking in sepsis (2009) (2)
Dynamic Physiologic Signatures of Critical Illness (2015) (2)
Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration. (2022) (2)
ICU use of haloperidol prior to the 2002 SCCM sedation and analgesia guidelines (2004) (2)
The effect of different chloride concentrations in intravenous fluids on patient outcomes (2003) (2)
The in fl ammatory response to in fl uenza A virus ( H 1 N 1 ) : An experimental and mathematical study (2015) (2)
Endothelial Biomedicine: Equation-Based Models of Dynamic Biological Systems (2007) (2)
The epidemiology of severe sepsis in newborns, infants, and children in the U.S. (2002) (2)
Early Identification of Occult Bleeding Through Hypovolemia Detection (2014) (2)
Mathematical models predict the course of the inflammatory response in rats subjected to trauma-hemorrhagic shock and to anti–tumor necrosis factor α therapy in endotoxemia (2005) (2)
IN SILICO AND IN VIVO STUDIES MODELING THE AGED ACUTE INFLAMMATORY RESPONSE (2006) (2)
Model-based regulation of glucose in critical care (2012) (2)
475o Resistin, a Potent Adipokine, is Associated With Acute Pancreatitis: Assessment of Functional Genetic Polymorphisms and Serum Levels (2010) (1)
690: DYNAMIC ASSESSMENT OF INTRACRANIAL COMPLIANCE IN PEDIATRIC TRAUMATIC BRAIN INJURY: PROOF OF CONCEPT (2020) (1)
Physiologic Variable Analysis Between Hemodynamic Stable And Unstable Patients (2012) (1)
T1306 Multiplex Serum Marker Panel Accurately Predicts Systemic Complications of Acute Pancreatitis (2009) (1)
Deep Normed Embeddings for Patient Representation (2022) (1)
Semi automated adjudication of vital sign alerts in step-down units (2015) (1)
285: REAL ALERTS AND ARTIFACT IN CONTINUOUS NONINVASIVE VITAL SIGN MONITORING (2013) (1)
Coupled Model of Blood Volume and Activated Clotting Factor Concentration during Childbirth. (2018) (1)
The Impact of a Responsive Endogenous Pancreas in Critical Care Glucose Control (2018) (1)
Long-term mortality after mechanical ventilation (1996) (1)
Modeling Fluid Volume and Creatinine Dynamics during Acute Kidney Injury and Edema (2017) (1)
10: USING EXPERT REVIEW TO CALIBRATE SEMI-AUTOMATED ADJUDICATION OF VITAL SIGN ALERTS IN STEP-DOWN UNITS (2015) (1)
Optimizing hemadsorption therapy with model predictive control (2008) (1)
Correction: From Inverse Problems in Mathematical Physiology to Quantitative Differential Diagnoses (2019) (1)
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 (2013) (1)
823: PREDICTING RISK PROGRESSION TRAJECTORY FOR CARDIORESPIRATORY INSTABILITY IN MONITORED PATIENTS (2015) (1)
Real-time optimization of cytokine-selective hemoadsorption devices for treatment of acute inflammation (2011) (1)
1485: USING CLINICAL FEATURES AND BIOMARKERS TO PREDICT 60-DAY MORTALITY OF SEPSIS PATIENTS (2018) (1)
Parameter identifiability in a model of the acute inflammatory response (2007) (1)
Sepsis Endotypes Defined By Cytokine Trajectory Analysis (2015) (1)
Predicting the response to therapy from a mathematical model (2004) (1)
PREDICTING THE ACUTE INFLAMMATORY RESPONSE IN COMBINED TRAUMA‐HEMORRHAGE AND ENDOTOXEMIA USING MATHEMATICAL SIMULATIONS: 146 (2004) (1)
Agent-based simulation of acute phonotrauma in cases with various cytokine profiles (2006) (1)
CONTINUOUS SUBLINGUAL PCO2 AS A RAPID INDICATOR OF CHANGES IN TISSUE PERFUSION IN HEMORRHAGIC SHOCK: AN EXPERIMENTAL STUDY (2006) (1)
41: FORECASTING CARDIO-RESPIRATORY INSTABILITY IN MONITORED PATIENTS (2014) (1)
Prediction of the Acute Inflammatory Response From A Mathematical Mode (2003) (1)
MODELING NEUTROPHIL DYNAMICS IN SEPSIS AND CANCER TREATMENT (2011) (1)
A statistical approach for detecting deviations from usual medical care. (2007) (1)
Using nonlinear model predictive control to optimize inflammation-modulating therapy (2007) (1)
A simple electronic medical record system designed for research (2020) (1)
Evaluation of eye-tracking methods for a decision support application (2020) (1)
Evaluation of eye tracking for a decision support application (2021) (1)
Conditional Outlier Approac Detection of Unusual Patient Care Actions h for (2013) (1)
Identification and Explanation of Severity of Bleeding-Induced Hypovolemia Using Unsupervised Deep Learning (1)
Weakly Supervised Classification of Vital Sign Alerts as Real or Artifact (2022) (1)
1037: USING VITALS AND A SINGLE BLOOD BIOMARKER TO PREDICT DISEASE TIME ZERO IN ANIMAL MODELS OF SEPSIS (2015) (0)
A closed loop model of pulmonary gas exchange (2008) (0)
Central role of danger signals in sepsis, trauma, and hemorrhage: insights from mathematical simulations (2005) (0)
USING THE RUSSELL EQUATION IN DIFFERENT CASE MIX POPULATIONS AND HOSPITAL TYPES: 118 (2004) (0)
STABILITY OF HOSPITAL UTILIZATION RATES WHILE AWAITING LIVER TRANSPLANTATION (1999) (0)
150: CHARACTERIZING INITIAL CARDIORESPIRATORY INSTABILITY PATTERNS IN MONITORED STEP-DOWN UNIT PATIENTS (2015) (0)
990: USING BIOMARKERS TO ENHANCE 60-DAY IN HOSPITAL MORTALITY PREDICTION FOR EARLY SEPSIS PATIENT (2015) (0)
Neutrophil phenotype model for extracorporeal treatment of sepsis (2014) (0)
Reinforcement learning algorithm to improve intermittent hemodialysis (2023) (0)
38: SUFFICIENT SAMPLING FREQUENCY FOR MACHINE LEARNING TO SEPARATE MONITORING ARTIFACT FROM INSTABILITY (2018) (0)
Acute Kidney Injury in the Intensive Care Unit: Timing and Detection (2017) (0)
A185 Infrared thermal imaging of the hand during vascular occlusion in healthy volunteers (2016) (0)
PATIENTS WITH ACUTE KIDNEY DYSFUNCTION AT ICU ADMISSION HAVE WORSE SURVIVAL COMPARED TO PATIENTS WITH SUBSEQUENT ACUTE KIDNEY DYSFUNCTION.: 263-S (2005) (0)
442: DISCRETE DYNAMICAL MODELING OF INFLUENZA INFECTION SUGGESTS AGE-DEPENDENT DIFFERENCES IN IMMUNITY (2015) (0)
2 Reduced Model of Acute Inflammation (2008) (0)
Are Average Glucose And Glucose Variability Independent Predictors Of Hospital Mortality (2012) (0)
PCO2 as surrogate for mathematically-modeled tissue dysfunction/damage during a nonlethal hemorrhagic shock model in mice (2006) (0)
THE EFFECT OF ICU CULTURE ON PATIENT OUTCOMES-A US MULTICENTER STUDY.: 6 (2005) (0)
From mice to rats: interspecies prediction of the systemic inflammatory response using mathematical simulations (2006) (0)
The Learning Electronic Health Record (2023) (0)
TRENDS IN HOSPITALIZED COMMUNITY-ACQUIRED PNEUMONIA: RELEVANCE TO RESOURCE ALLOCATION (1998) (0)
835: IDENTIFYING CAUSAL RELATIONSHIPS BETWEEN ICP AND INTENSITY OF MEDICAL THERAPIES IN PEDIATRIC TBI (2021) (0)
Criteria Help Predict Course? Systemic Inflammatory Response Syndrome Pneumonia: When Does It Happen, and Do Severe Sepsis in Community-Acquired (2007) (0)
Relationship of insurance type and treatment of severe status asthmaticus in working-age adults (2004) (0)
Does advanced treatment of existing physiologic data allow for earlier detection of occult hemorrhage (2013) (0)
Prehospital Characteristics of Clinical Sepsis Phenotypes Identified at Emergency Department Presentation (2019) (0)
Towards small bowel obstruction surgical decision support (2023) (0)
Validation of an automated index of intensive care resource utilization generated from hospital billing data (1996) (0)
1257 (2019) (0)
Toward differential diagnosis of critical illness using mechanistic mathematical models: First application to clinical data (2007) (0)
Forecasting escalation of cardio-respiratory instability using noninvasive vital sign monitoring data (2015) (0)
VALIDATION AND CALIBRATION IN ANIMALS OF A MATHEMATICAL MODEL OF ACUTE INFLAMMATION: 392 (2004) (0)
Spatial effects of pro- and anti-inflammatory cytokines on chronic inflammation: A mathematical model (2011) (0)
Predicting Mortality Using Machine Learning Algorithms in Patients Who Require Renal Replacement Therapy in the Critical Care Unit (2022) (0)
Modeling Organ Failure Under Hypoxic Stress (2022) (0)
Validation of a computerized therapeutic intervention scoring system (1995) (0)
Modeling and Uncertainty in Cost-effectiveness Analyses of Sepsis Therapies (2006) (0)
58: IDENTIFYING TIME INTERVAL FEATURES PREDICTIVE OF HOSPITAL-ACQUIRED VENOUS THROMBOEMBOLISM (2019) (0)
Let’s Be Splitters, Rather Than “Lumpers”: The authors reply (2004) (0)
208: PERSONALIZED CARDIORESPIRATORY INSTABILITY RISK EVOLUTION AMONG CONTINUOUSLY MONITORED PATIENTS (2016) (0)
1477: IDENTIFICATION OF SEVERE SEPSIS CLINICAL PHENOTYPES (2021) (0)
Dynamic Modelling of Obstetric Patient Coagulation from Kaolin-Activated Thromboelastogram Data (2020) (0)
Intelligent Clinical Decision Support (2022) (0)
202: RACIAL DIFFERENCES IN COMMERCIAL MONITORING SOFTWARE DETECTION OF ATRIAL FIBRILLATION (2022) (0)
PREDICTING LATE TRANSFUSION REQUIREMENTS IN THE CRITICALLY ILL: 37 (2004) (0)
Understanding pathophysiologic mechanisms in severe sepsis using an ensemble of neutrophil kinetic based systemic inflammation model (2012) (0)
Trace: Tennessee Research and Creative Exchange (2009) (0)
A multi-reservoir model of influenza evolution. (2009) (0)
Machine learning can classify vital sign alerts as real or artifact in online continuous monitoring data (2015) (0)
VASOPRESSOR-RESISTANT HYPOTENSION, COMBINATION VASOPRESSOR THERAPY, AND SHOCK PHENOTYPES IN CRITICALLY ILL ADULTS WITH VASODILATORY SHOCK (2022) (0)
Comparing Gray's and Cox models in sepsis survival (2001) (0)
1330: SEPSIS ENDOTYPES AND THEIR PHYSIOLOGIC CHARACTERIZATION USING VITAL SIGNS (2016) (0)
EFFECTS OF AGE AND GENDER ON MORTALITY OF BLUNT CHEST TRAUMA PATIENTS: 302 (2004) (0)
Identifying candidate model clouds in large parameter spaces (2005) (0)
Clinical and Molecular Aspect of Septic Cardiomyopathy: Basic Concepts (2015) (0)
A Framework for Visual Tracking of Risk and its Drivers in Monitoring Patients Susceptible for Cardiorespiratory Instability (2016) (0)
TOWARDS A MODEL BASED MEDICINE: A CLINICALLY MEANINGFUL APPROACH TO ILL-POSED INVERSE PROBLEMS IN QUANTITATIVE PHYSIOLOGY (2007) (0)
Intracerebral hemorrhage in ICU: is it worth treating? (2016) (0)
205: ACCURACY OF IDENTIFYING VENOUS THROMBOEMBOLISM BY ADMINISTRATIVE CODING COMPARED TO MANUAL REVIEW (2018) (0)
[Phlebography versus Doppler sonography for follow-up of venous thromboses of the legs]. (1986) (0)
Using mathematical models to improve the quantitative ICU data (2007) (0)
Agent-based model of lung inflammation (2008) (0)
Predicting evolution of critically ill patients Jan Ramon (0)
Individualized targeted glucose control to avoid hypoglycemia (2013) (0)
Incorporation of machine learning and signal quality indicators can significantly suppress false respiratory alerts during in-hospital bedside monitoring (2023) (0)
Year : 2009 Computational disease modeling-fact or fiction ? (2010) (0)
Modeling damage in irreversible hemorrhagic shock (2005) (0)
Is comparing intensive care unit and hospital performance based on administrative data obsolete?. (2012) (0)
Ensemble model of human immune response to influenza A virus infection and its application to evaluation of treatment strategies (2010) (0)
What's the Cost of Mechanical Ventilation of the Newborn in the US? 1139 (1997) (0)
Toward a model-driven design of clinical trials and individualized therapies (2005) (0)
556: USER-ENGAGED DESIGN OF A GRAPHICAL USER INTERFACE FOR INSTABILITY DECISION SUPPORT IN THE ICU (2021) (0)
CHANGES IN CRITICAL CARE RESOURCE USE DURING MASSIVE HEALTH CARE REFORMS: 34 (2004) (0)
1646: STATISTICAL MODEL SELECTION FOR PREDICTING SEPSIS MORTALITY (2019) (0)
717: Adjunctive Decompressive Craniectomy Decreases Mortality in Pediatric Traumatic Brain Injury (2020) (0)
Modeling and Hemoﬁltration Treatment of Acute Inﬂammation † (2016) (0)
EXTERNAL VERSUS INTERNAL COOLING FOR THERAPEU- TIC HYPOTHERMIA: DOES THE METHOD MATTER? (2014) (0)
Very low frequency variability in the peripheral circulation: the possibility of plethysmographic quantification. (2009) (0)
Forecasting imminent atrial fibrillation in long-term ECG recordings (2023) (0)
Toward a framework for evidence-based modeling (2006) (0)
TRACE: Tennessee Research and Creative TRACE: Tennessee Research and Creative Exchange Exchange Bridging the gap between systems biology and medicine Bridging the gap between systems biology and medicine (2022) (0)
The timing of new acute hemodynamic events in ICU patients (2004) (0)
Multiscale modeling of acute insulin resistance in critical care (2013) (0)
684: INCREASED CHLORIDE LOAD IN FLUIDS FOR LARGE VOLUME RESUSCITATION IS ASSOCIATED WITH INCREASED RISK OF ACUTE KIDNEY INJURY IN CRITICALLY ILL PATIENTS (2012) (0)
Translational Equation-Based Modeling (2020) (0)
Reviewers list for 2013 (2013) (0)
Score Based Anticipative Transfer Requests in the Intensive Care Units (2015) (0)
1690: COMPUTATIONAL MODELING OF SEPSIS-ASSOCIATED MACROPHAGE ACTIVATION SYNDROME (2020) (0)
MATHEMATICAL SIMULATION OF POST‐HEMORRHAGE ENDOTOXEMIA: TIMING IS CRITICAL FOR SURVIVAL.: 124 (2003) (0)
Acuity-Based Allocation of ICU-Downstream Beds with Flexible Staffing (2023) (0)
Systematic Engineering Of Acute Care Delivery: Predictability Of Intensive Care Unit Patient Throughput Using Process Modeling (2011) (0)
Detecting Deviations from Usual Medical Care (2004) (0)
Neurocritical Care Performance Measures Derived from Electronic Health Record Data are Feasible and Reveal Site-Specific Variation: A CHoRUS Pilot Project (2022) (0)
Does the use of a cytokine 'filter' during cardiopulmonary bypass make sense? (2004) (0)
Sunlight exposure does not influence ICU survival (2011) (0)
Linking population-level and host-level models of influenza A virus (2012) (0)
Characterization of Blood Volume Space and Mitochondrial Activity in Functional Renal Cells. (2018) (0)
Detecting artifacts in clinical alerts from vital signs (2015) (0)
Machine Learning for the ECG Diagnosis and Risk Stratification of Occlusion Myocardial Infarction at First Medical Contact (2023) (0)
62: MACHINE LEARNING CAN PRE-IDENTIFY INSTABILITY RISK FOR A MEDICAL EMERGENCY TEAM CALL (2016) (0)
IN SILICO CLINICAL TRIALS: A METHOD COMING OF AGE: 393 (2004) (0)
1257: BINARIZED SEVERITY LEVEL OF FUTURE INSTABILITY RISK IN CONTINUOUSLY MONITORED PATIENTS (2019) (0)
Widespread adoption of AI risk models for maternal hemorrhage requires mitigation of bias (2023) (0)
Category : Cardiovascular : Monitoring A 420-Cross-correlation features of vital signs enable robust detection of hemorrhage (0)
1162: REINFORCEMENT LEARNING-BASED BLOOD PRODUCT RESUSCITATION IN GASTROINTESTINAL BLEEDING (2022) (0)
283: VECTOR AUTO-REGRESSIVE (VAR) MODEL FOR EXPLORING CAUSAL DYNAMICS OF CARDIORESPIRATORY INSTABILITY (2014) (0)
Systematic Engineering of Acute Care Delivery: Development and Validation of an ICU Throughput Simulation Model (2011) (0)
Exploring Novel Graphical Representations of Clinical Data in a Learning EMR (2017) (0)
Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims Data (2017) (0)
Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning (2019) (0)
DISEASE SPECIFIC CHANGES IN TOTAL BILIRUBIN IN PATIENTS ON THE WAITING LIST FOR LIVER TRANSPLANT. (1999) (0)
Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices (2018) (0)
Pathogen dissemination in health care facilities: what to do when traditional assumptions fail (2005) (0)
Prediction of Hypovolemic Instability in Normal Volunteer Blood Donors Using Machine Learning (2022) (0)
Cost impact of blocking: predictability of ICU patient throughput and cost variance using process modeling (2011) (0)
Is there an information hierarchy among hemodynamic variables for early identification of occult hemorrhage (2013) (0)
Prediction of Small Bowel Obstruction Outcomes with Machine Learning (2021) (0)
A multiscale lung model of gas exchange under inflammatory stress (2007) (0)
598: A BIOPHYSICS-MOTIVATED DYNAMIC MODEL OF COAGULOPATHY TO INFORM ENDOTYPES IN THE CRITICALLY ILL (2016) (0)
Modeling blood urea nitrogen (BUN) dynamics to estimate dialysis adequacy (2023) (0)
42: RANDOM FOREST MODELS SEPARATE VITAL SIGN EVENTS AS REAL OR ARTIFACT IN CONTINUOUS MONITORING DATA (2014) (0)
Modeling sepsis-induced organ failure (2023) (0)
Greater cortisol reserve improves the prognostic value associated with the Apache II score in patients hospitalized in medical ICU (1994) (0)
Robustness of Machine Learning Models for Hemorrhage Detection (2020) (0)
Utility of Anti-hypertension Prescription Orders in Predicting Future Hypertensive Instability Events (2017) (0)
Using a mathematical model to predict and test adverse drug response in septic patients (2005) (0)
Progression of a supra-valvular aortic stenosis in adulthood during 13 years (2020) (0)
1234: MEDICAL EMERGENCY TEAM CALLS TO WARD PATIENTS AFTER DOWN-TRANSFER FROM AN ICU (2021) (0)
Identification of Clinical Phenotypes in Septic Patients Presenting With Hypotension or Elevated Lactate (2022) (0)
Forecasting patient instability: Current advances & future opportunities (2023) (0)
691: ELECTRONIC PEDIATRIC INTENSITY LEVEL OF THERAPY SCORE TO PREDICT MORTALITY IN ICP-MONITORED PATIENTS (2020) (0)
A dynamical model of influenza A virus infection: clinical and epidemiological relevance (2006) (0)
88: CARDIORESPIRATORY INSTABILITY ALERT SUBTYPES IN MONITORED STEP-DOWN UNIT PATIENTS HAVE LOW ENTROPY (2015) (0)

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