From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system

Learning Bayesian Networks with thebnlearnRPackage

(2015) Marco Scutari   Journal of Statistical Software

Surviving Sepsis Campaign: International Guidelines for Management of Severe Sepsis and Septic Shock, 2012

(2013) R. P. Dellinger et al.   INTENSIVE CARE MEDICINE

Unsupervised modeling of cell morphology dynamics for time-lapse microscopy

(2012) Qing Zhong et al.   NATURE METHODS

Severe sepsis mortality prediction with logistic regression over latent factors

(2011) Vicent J. Ribas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Surviving the first hours in sepsis: getting the basics right (an intensivist's perspective)

(2011) R. Daniels   JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY

Cholera: Lessons from Haiti and Beyond

(2011) Ana A. Weil et al.   Current Infectious Disease Reports

Serum Lactate Is a Better Predictor of Short-Term Mortality When Stratified by C-reactive Protein in Adult Emergency Department Patients Hospitalized for a Suspected Infection

(2010) Jeffrey P. Green et al.   ANNALS OF EMERGENCY MEDICINE

Bundled care for septic shock: An analysis of clinical trials*

(2010) Amisha V. Barochia et al.   CRITICAL CARE MEDICINE

A survival benefit of combination antibiotic therapy for serious infections associated with sepsis and septic shock is contingent only on the risk of death: A meta-analytic/meta-regression study

(2010) Anand Kumar et al.   CRITICAL CARE MEDICINE

The Surviving Sepsis Campaign: results of an international guideline-based performance improvement program targeting severe sepsis

(2010) Mitchell M. Levy et al.   INTENSIVE CARE MEDICINE

Non-invasive classification of severe sepsis and systemic inflammatory response syndrome using a nonlinear support vector machine: a preliminary study

(2010) Collin H H Tang et al.   PHYSIOLOGICAL MEASUREMENT

Predisposition, insult/infection, response, and organ dysfunction: A new model for staging severe sepsis

(2009) Francesca Rubulotta et al.   CRITICAL CARE MEDICINE

Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit

(2009) Linda Peelen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The effect of a quantitative resuscitation strategy on mortality in patients with sepsis: A meta-analysis*

(2008) Alan E. Jones et al.   CRITICAL CARE MEDICINE