Published in AMIA Annu Symp Proc on November 13, 2010
Conditional outlier detection for clinical alerting. AMIA Annu Symp Proc (2010) 2.99
Light and the outcome of the critically ill: an observational cohort study. Crit Care (2012) 0.98
Calcium supplementation during sepsis exacerbates organ failure and mortality via calcium/calmodulin-dependent protein kinase kinase signaling. Crit Care Med (2013) 0.89
Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System. AMIA Annu Symp Proc (2015) 0.79
Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR. AMIA Jt Summits Transl Sci Proc (2017) 0.75
Improving safety with information technology. N Engl J Med (2003) 14.53
Evidence-based anomaly detection in clinical domains. AMIA Annu Symp Proc (2007) 3.76
RIFLE criteria for acute kidney injury are associated with hospital mortality in critically ill patients: a cohort analysis. Crit Care (2006) 9.29
The epidemiology of severe sepsis in children in the United States. Am J Respir Crit Care Med (2002) 4.72
Cost-effectiveness of drotrecogin alfa (activated) in the treatment of severe sepsis. Crit Care Med (2003) 4.04
Evidence-based anomaly detection in clinical domains. AMIA Annu Symp Proc (2007) 3.76
A comparison of three methods to estimate baseline creatinine for RIFLE classification. Nephrol Dial Transplant (2010) 3.45
Pneumonia: still the old man's friend? Arch Intern Med (2003) 3.12
Hospitalized community-acquired pneumonia in the elderly: age- and sex-related patterns of care and outcome in the United States. Am J Respir Crit Care Med (2002) 3.02
Conditional outlier detection for clinical alerting. AMIA Annu Symp Proc (2010) 2.99
Accelerating U.S. EHR adoption: how to get there from here. recommendations based on the 2004 ACMI retreat. J Am Med Inform Assoc (2004) 2.76
Feature importance analysis for patient management decisions. Stud Health Technol Inform (2010) 2.31
Growth of intensive care unit resource use and its estimated cost in Medicare. Crit Care Med (2008) 2.31
Healthcare costs and long-term outcomes after acute respiratory distress syndrome: A phase III trial of inhaled nitric oxide. Crit Care Med (2006) 2.27
Perceptions of safety culture vary across the intensive care units of a single institution. Crit Care Med (2007) 2.24
Haloperidol use is associated with lower hospital mortality in mechanically ventilated patients. Crit Care Med (2005) 2.11
Outlier detection for patient monitoring and alerting. J Biomed Inform (2012) 2.10
Cost-effectiveness of inhaled nitric oxide in the treatment of neonatal respiratory failure in the United States. Pediatrics (2003) 1.92
Acute removal of common sepsis mediators does not explain the effects of extracorporeal blood purification in experimental sepsis. Kidney Int (2011) 1.87
The acute inflammatory response in diverse shock states. Shock (2005) 1.83
Severe community-acquired pneumonia: use of intensive care services and evaluation of American and British Thoracic Society Diagnostic criteria. Am J Respir Crit Care Med (2002) 1.78
Hospital mortality and resource use in subgroups of the Recombinant Human Activated Protein C Worldwide Evaluation in Severe Sepsis (PROWESS) trial. Crit Care Med (2004) 1.73
Comparison of Cox and Gray's survival models in severe sepsis. Crit Care Med (2004) 1.72
A reduced mathematical model of the acute inflammatory response: I. Derivation of model and analysis of anti-inflammation. J Theor Biol (2006) 1.68
A dynamical model of human immune response to influenza A virus infection. J Theor Biol (2006) 1.67
A reduced mathematical model of the acute inflammatory response II. Capturing scenarios of repeated endotoxin administration. J Theor Biol (2006) 1.65
The Bayesian aerosol release detector: an algorithm for detecting and characterizing outbreaks caused by an atmospheric release of Bacillus anthracis. Stat Med (2007) 1.62
Patient-specific models for predicting the outcomes of patients with community acquired pneumonia. AMIA Annu Symp Proc (2005) 1.61
The dynamics of acute inflammation. J Theor Biol (2004) 1.60
Mathematical models of the acute inflammatory response. Curr Opin Crit Care (2004) 1.54
Physiologic responses to severe hemorrhagic shock and the genesis of cardiovascular collapse: can irreversibility be anticipated? J Surg Res (2012) 1.53
The application of naive Bayes model averaging to predict Alzheimer's disease from genome-wide data. J Am Med Inform Assoc (2011) 1.52
Intensive care unit safety culture and outcomes: a US multicenter study. Int J Qual Health Care (2010) 1.50
A Pattern Mining Approach for Classifying Multivariate Temporal Data. Proceedings (IEEE Int Conf Bioinformatics Biomed) (2011) 1.45
Creating a text classifier to detect radiology reports describing mediastinal findings associated with inhalational anthrax and other disorders. J Am Med Inform Assoc (2003) 1.42
Intensive care unit renal support therapy volume is not associated with patient outcome. Crit Care Med (2011) 1.42
A prediction rule to identify low-risk patients with heart failure. Acad Emerg Med (2005) 1.40
A One-Nearest-Neighbor Approach to Identify the Original Time of Infection Using Censored Baboon Sepsis Data. Crit Care Med (2016) 1.39
Agent-based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor-beta1. Wound Repair Regen (2007) 1.39
A patient-specific in silico model of inflammation and healing tested in acute vocal fold injury. PLoS One (2008) 1.38
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. Pacing Clin Electrophysiol (2012) 1.38
Distance Metric Learning for Conditional Anomaly Detection. Proc Int Fla AI Res Soc Conf (2008) 1.37
Conditional anomaly detection methods for patient-management alert systems. Proc Int Conf Mach Learn (2008) 1.35
Bayesian rule learning for biomedical data mining. Bioinformatics (2010) 1.29
Severe sepsis in community-acquired pneumonia: when does it happen, and do systemic inflammatory response syndrome criteria help predict course? Chest (2006) 1.29
Application of an efficient Bayesian discretization method to biomedical data. BMC Bioinformatics (2011) 1.27
In silico and in vivo approach to elucidate the inflammatory complexity of CD14-deficient mice. Mol Med (2006) 1.25
A bayesian method for evaluating and discovering disease loci associations. PLoS One (2011) 1.19
Learning patient-specific predictive models from clinical data. J Biomed Inform (2010) 1.18
Risk and markers of severe acute pancreatitis. Gastroenterol Clin North Am (2007) 1.16
From inverse problems in mathematical physiology to quantitative differential diagnoses. PLoS Comput Biol (2007) 1.16
In silico models of acute inflammation in animals. Shock (2006) 1.14
An evaluation of a system that recommends microarray experiments to perform to discover gene-regulation pathways. Artif Intell Med (2004) 1.13
A mathematical simulation of the inflammatory response to anthrax infection. Shock (2008) 1.11
A fast algorithm for learning epistatic genomic relationships. AMIA Annu Symp Proc (2010) 1.08
Issues in applied statistics for public health bioterrorism surveillance using multiple data streams: research needs. Stat Med (2007) 1.08
Bayesian prediction of an epidemic curve. J Biomed Inform (2008) 1.07
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. Am J Gastroenterol (2010) 1.06
An adequately robust early TNF-alpha response is a hallmark of survival following trauma/hemorrhage. PLoS One (2009) 1.05
Causal discovery using a Bayesian local causal discovery algorithm. Stud Health Technol Inform (2004) 1.04
An ensemble of models of the acute inflammatory response to bacterial lipopolysaccharide in rats: results from parameter space reduction. J Theor Biol (2008) 1.04
Learning classification models with soft-label information. J Am Med Inform Assoc (2013) 1.04
A Bayesian spatio-temporal method for disease outbreak detection. J Am Med Inform Assoc (2010) 1.03
Blood purification in sepsis: a new paradigm. Contrib Nephrol (2010) 1.01
Evidence-based modeling of critical illness: an initial consensus from the Society for Complexity in Acute Illness. J Crit Care (2007) 1.01
Implementation of early goal-directed therapy for severe sepsis and septic shock: A decision analysis. Crit Care Med (2007) 1.01
Challenges and rewards on the road to translational systems biology in acute illness: four case reports from interdisciplinary teams. J Crit Care (2007) 1.00
Detecting adverse drug events in discharge summaries using variations on the simple Bayes model. AMIA Annu Symp Proc (2003) 0.99
Computational disease modeling - fact or fiction? BMC Syst Biol (2009) 0.98
Light and the outcome of the critically ill: an observational cohort study. Crit Care (2012) 0.98
Evaluation of preprocessing techniques for chief complaint classification. J Biomed Inform (2007) 0.98
A recursive algorithm for spatial cluster detection. AMIA Annu Symp Proc (2007) 0.96
A temporal abstraction framework for classifying clinical temporal data. AMIA Annu Symp Proc (2009) 0.96
Intersession reproducibility of mass spectrometry profiles and its effect on accuracy of multivariate classification models. Bioinformatics (2007) 0.96
A control study to evaluate a computer-based microarray experiment design recommendation system for gene-regulation pathways discovery. J Biomed Inform (2005) 0.94
Evaluating disorders with a complex genetics basis. the future roles of meta-analysis and systems biology. Dig Dis Sci (2005) 0.93
Analysis of a failed clinical decision support system for management of congestive heart failure. AMIA Annu Symp Proc (2008) 0.92
Parameter synthesis in nonlinear dynamical systems: application to systems biology. J Comput Biol (2010) 0.91
Clinical and economic effects of iNO in premature newborns with respiratory failure at 1 year. Pediatrics (2009) 0.90
Using nonlinear model predictive control to find optimal therapeutic strategies to modulate inflammation. Math Biosci Eng (2010) 0.90
Medical emergency teams: a strategy for improving patient care and nursing work environments. J Adv Nurs (2006) 0.90
Predicting late anemia in critical illness. Crit Care (2006) 0.90
Recovery from acute kidney injury: determinants and predictors. Contrib Nephrol (2010) 0.88
Discovery of gene-regulation pathways using local causal search. Proc AMIA Symp (2002) 0.87
Mining Clinical Data using Minimal Predictive Rules. AMIA Annu Symp Proc (2010) 0.87
Ensemble models of neutrophil trafficking in severe sepsis. PLoS Comput Biol (2012) 0.87
Modulation of chemokine gradients by apheresis redirects leukocyte trafficking to different compartments during sepsis, studies in a rat model. Crit Care (2014) 0.86
Proteomic analysis of urine in kidney transplant patients with BK virus nephropathy. J Am Soc Nephrol (2006) 0.85
Pediatric traumatic brain injury is inconsistently regionalized in the United States. Pediatrics (2008) 0.84
Sample-efficient learning with auxiliary class-label information. AMIA Annu Symp Proc (2011) 0.84
Learning classification models from multiple experts. J Biomed Inform (2013) 0.83
Distinct signaling roles of ceramide species in yeast revealed through systematic perturbation and systems biology analyses. Sci Signal (2013) 0.82
Chloride Content of Fluids Used for Large-Volume Resuscitation Is Associated With Reduced Survival. Crit Care Med (2017) 0.82
Equation-based models of dynamic biological systems. J Crit Care (2008) 0.82
A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules. Mach Learn Knowl Discov Databases (2015) 0.82
A computer-based microarray experiment design-system for gene-regulation pathway discovery. AMIA Annu Symp Proc (2003) 0.81
A mathematical model of pulmonary gas exchange under inflammatory stress. J Theor Biol (2010) 0.81