The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

Fluid administration in severe sepsis and septic shock, patterns and outcomes: an analysis of a large national database

(2017) Paul E. Marik et al.   INTENSIVE CARE MEDICINE

Prognostic Accuracy of the SOFA Score, SIRS Criteria, and qSOFA Score for In-Hospital Mortality Among Adults With Suspected Infection Admitted to the Intensive Care Unit

(2017) Eamon P. Raith et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

(2017) Jonathan H. Chen et al.   NEW ENGLAND JOURNAL OF MEDICINE

Fluid resuscitation in human sepsis: Time to rewrite history?

(2017) Liam Byrne et al.   Annals of Intensive Care

A rational approach to fluid therapy in sepsis

(2016) P. Marik et al.   BRITISH JOURNAL OF ANAESTHESIA

The Future of Critical Care Medicine

(2016) Jean-Louis Vincent   CRITICAL CARE MEDICINE

Assessment of Clinical Criteria for Sepsis

(2016) Christopher W. Seymour et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)

(2016) Mervyn Singer et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Levosimendan for the Prevention of Acute Organ Dysfunction in Sepsis

(2016) Anthony C. Gordon et al.   NEW ENGLAND JOURNAL OF MEDICINE

Machine Learning and Decision Support in Critical Care

(2016) Alistair E. W. Johnson et al.   PROCEEDINGS OF THE IEEE

Sepsis: pathophysiology and clinical management

(2016) Jeffrey E Gotts et al.   BMJ-British Medical Journal

Sepsis: pathophysiology and clinical management

(2016) Jeffrey E Gotts et al.   BMJ-British Medical Journal

The demise of early goal-directed therapy for severe sepsis and septic shock

(2015) P. E. MARIK   ACTA ANAESTHESIOLOGICA SCANDINAVICA

Improved methods for the imputation of missing data by nearest neighbor methods

(2015) Gerhard Tutz et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Interaction Between Fluids and Vasoactive Agents on Mortality in Septic Shock

(2014) Jason Waechter et al.   CRITICAL CARE MEDICINE

Hospital Deaths in Patients With Sepsis From 2 Independent Cohorts

(2014) Vincent Liu et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Artificial intelligence framework for simulating clinical decision-making: A Markov decision process approach

(2013) Casey C. Bennett et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Survival After Shock Requiring High-Dose Vasopressor Therapy

(2013) Samuel M. Brown et al.   CHEST

The use of reinforcement learning algorithms to meet the challenges of an artificial pancreas

(2013) Melanie K Bothe et al.   Expert Review of Medical Devices

Drotrecogin Alfa (Activated) in Adults with Septic Shock

(2012) V. Marco Ranieri et al.   NEW ENGLAND JOURNAL OF MEDICINE

Bayesian information criterion for longitudinal and clustered data

(2011) Richard H. Jones   STATISTICS IN MEDICINE