Machine Learning Techniques to Identify Antimicrobial Resistance in the Intensive Care Unit

Applications of Machine Learning in Real-Life Digital Health Interventions: Review of the Literature

(2019) Andreas K Triantafyllidis et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Sepsis-3 Septic Shock Criteria and Associated Mortality Among Infected Hospitalized Patients Assessed by a Rapid Response Team

(2018) Shannon M. Fernando et al.   CHEST

Epidemiology and Costs of Sepsis in the United States—An Analysis Based on Timing of Diagnosis and Severity Level

(2018) Carly J. Paoli et al.   CRITICAL CARE MEDICINE

Genome-based prediction of bacterial antibiotic resistance

(2018) Michelle Su et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Using machine learning to predict antimicrobial minimum inhibitory concentrations and associated genomic features for nontyphoidal Salmonella

(2018) Marcus Nguyen et al.   JOURNAL OF CLINICAL MICROBIOLOGY

Prediction of antibiotic resistance in Escherichia coli from large-scale pan-genome data

(2018) Danesh Moradigaravand et al.   PLoS Computational Biology

Does Early and Appropriate Antibiotic Administration Improve Mortality in Emergency Department Patients with Severe Sepsis or Septic Shock?

(2017) Robert Sherwin et al.   JOURNAL OF EMERGENCY MEDICINE

Antimicrobial Activity and Resistance: Influencing Factors

(2017) Jun Li et al.   Frontiers in Pharmacology

The influence of a change in septic shock definitions on intensive care epidemiology and outcome: comparison of sepsis-2 and sepsis-3 definitions

(2017) Rob G. H. Driessen et al.   Infectious Diseases

Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records

(2016) Cristina Soguero-Ruiz et al.   IEEE Journal of Biomedical and Health Informatics

Duration of antibiotic therapy in the intensive care unit

(2016) Gabor Zilahi et al.   Journal of Thoracic Disease

The Impact of Timing of Antibiotics on Outcomes in Severe Sepsis and Septic Shock

(2015) Sarah A. Sterling et al.   CRITICAL CARE MEDICINE

Empiric Antibiotic Treatment Reduces Mortality in Severe Sepsis and Septic Shock From the First Hour

(2014) Ricard Ferrer et al.   CRITICAL CARE MEDICINE

What Is the Relevance of Antimicrobial Resistance on the Outcome of Community-Acquired Pneumonia Caused by Streptococcus pneumoniae? (Should Macrolide Monotherapy Be Used for Mild Pneumonia?)

(2013) Donald E. Low   INFECTIOUS DISEASE CLINICS OF NORTH AMERICA

Evaluation of empiric antibiotic use in surgical sepsis

(2010) Kalliopi Fitousis et al.   AMERICAN JOURNAL OF SURGERY