Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach

Exploring the Potential of Predictive Analytics and Big Data in Emergency Care

(2016) Alexander T. Janke et al.   ANNALS OF EMERGENCY MEDICINE

Predictive accuracy and feasibility of risk stratification scores for 28-day mortality of patients with sepsis in an emergency department

(2015) Michelle J.M. Hilderink et al.   European Journal of Emergency Medicine

The Role of Physicians in the Era of Predictive Analytics

(2015) Allan D. Sniderman et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

External validation of new risk prediction models is infrequent and reveals worse prognostic discrimination

(2015) George C.M. Siontis et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Systemic Inflammatory Response Syndrome Criteria in Defining Severe Sepsis

(2015) Kirsi-Maija Kaukonen et al.   NEW ENGLAND JOURNAL OF MEDICINE

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

Methodologic Standards for Interpreting Clinical Decision Rules in Emergency Medicine: 2014 Update

(2014) Steven M. Green et al.   ANNALS OF EMERGENCY MEDICINE

The Legal And Ethical Concerns That Arise From Using Complex Predictive Analytics In Health Care

(2014) I. Glenn Cohen et al.   HEALTH AFFAIRS

Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System

(2014) Harlan M. Krumholz   HEALTH AFFAIRS

Implementing Electronic Health Care Predictive Analytics: Considerations And Challenges

(2014) Ruben Amarasingham et al.   HEALTH AFFAIRS

Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients

(2014) David W. Bates et al.   HEALTH AFFAIRS

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(2013) Vincent Liu et al.   CRITICAL CARE MEDICINE

The Inevitable Application of Big Data to Health Care

(2013) Travis B. Murdoch et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

(2013) Kenney Ng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Measuring the modified early warning score and the Rothman Index: Advantages of utilizing the electronic medical record in an early warning system

(2013) G. Duncan Finlay et al.   Journal of Hospital Medicine

From Mindless to Mindful Practice — Cognitive Bias and Clinical Decision Making

(2013) Pat Croskerry   NEW ENGLAND JOURNAL OF MEDICINE

Risk prediction models: II. External validation, model updating, and impact assessment

(2012) Karel G M Moons et al.   HEART

Predicting Anatomical Therapeutic Chemical (ATC) Classification of Drugs by Integrating Chemical-Chemical Interactions and Similarities

(2012) Lei Chen et al.   PLoS One

Random Forests Classification Analysis for the Assessment of Diagnostic Skill

(2010) James D. Katz et al.   AMERICAN JOURNAL OF MEDICAL QUALITY

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Validation, updating and impact of clinical prediction rules: A review

(2008) D.B. Toll et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Exploiting missing clinical data in Bayesian network modeling for predicting medical problems

(2007) Jau-Huei Lin et al.   JOURNAL OF BIOMEDICAL INFORMATICS