Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU

(2018) Qingqing Mao et al.   BMJ Open

Unplanned readmissions within 30 days after discharge: improving quality through easy prediction

(2017) Francesca Casalini et al.   INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE

Discrimination and Calibration of Clinical Prediction Models

(2017) Ana Carolina Alba et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach

(2017) Thomas Desautels et al.   BMJ Open

Cost and mortality impact of an algorithm-driven sepsis prediction system

(2017) Jacob Calvert et al.   JOURNAL OF MEDICAL ECONOMICS

Predicting all-cause risk of 30-day hospital readmission using artificial neural networks

(2017) Mehdi Jamei et al.   PLoS One

Early-Phase Studies of Biomarkers: What Target Sensitivity and Specificity Values Might Confer Clinical Utility?

(2016) M. S. Pepe et al.   CLINICAL CHEMISTRY

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

Half of 30-Day Hospital Readmissions Among HIV-Infected Patients Are Potentially Preventable

(2015) Ank E. Nijhawan et al.   AIDS PATIENT CARE AND STDS

Hospital Readmissions Reduction Program

(2015) C. K. McIlvennan et al.   CIRCULATION

Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration

(2015) Anima Singh et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Reducing hospital readmissions in patients with end-stage kidney disease

(2015) Anna T. Mathew et al.   KIDNEY INTERNATIONAL

Predicting 30-Day Readmissions With Preadmission Electronic Health Record Data

(2015) Efrat Shadmi et al.   MEDICAL CARE

Frailty and Early Hospital Readmission After Kidney Transplantation

(2013) M. A. McAdams-DeMarco et al.   AMERICAN JOURNAL OF TRANSPLANTATION

Assessing the relationship between admission glucose levels, subsequent length of hospital stay, readmission and mortality

(2013) N. Evans et al.   CLINICAL MEDICINE

The readmission risk flag: Using the electronic health record to automatically identify patients at risk for 30-day readmission

(2013) Charles A. Baillie et al.   Journal of Hospital Medicine

Mining high-dimensional administrative claims data to predict early hospital readmissions

(2013) Danning He et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

An Empirical Derivation of the Optimal Time Interval for Defining ICU Readmissions

(2013) Sydney E. S. Brown et al.   MEDICAL CARE

The Association Between ICU Readmission Rate and Patient Outcomes*

(2012) Andrew A. Kramer et al.   CRITICAL CARE MEDICINE

Risk Prediction Models for Hospital Readmission

(2011) Devan Kansagara et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Time series analysis as input for clinical predictive modeling: Modeling cardiac arrest in a pediatric ICU

(2011) Curtis E Kennedy et al.   Theoretical Biology and Medical Modelling

An investigation of patterns in hemodynamic data indicative of impending hypotension in intensive care

(2010) Joon Lee et al.   Biomedical Engineering Online

Incremental Value of Clinical Data Beyond Claims Data in Predicting 30-Day Outcomes After Heart Failure Hospitalization

(2010) Bradley G. Hammill et al.  

End-Stage Renal Disease Status and Critical Illness in the Elderly

(2010) M. M. Sood et al.   Clinical Journal of the American Society of Nephrology

Understanding and using sensitivity, specificity and predictive values

(2009) Rajul Parikh et al.   INDIAN JOURNAL OF OPHTHALMOLOGY

An Administrative Claims Measure Suitable for Profiling Hospital Performance on the Basis of 30-Day All-Cause Readmission Rates Among Patients With Heart Failure

(2008) Patricia S. Keenan et al.  

Nature and prognostic importance of abnormal glucose tolerance and diabetes in acute heart failure

(2007) C Berry et al.   HEART