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The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model

Critical care medicine, 2018-07, Vol.46 (7), p.1070-1077

2018

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Quick Sepsis-related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores for Detecting Clinical Deterioration in Infected Patients outside the Intensive Care Unit

American journal of respiratory and critical care medicine, 2017-04, Vol.195 (7), p.906-911

2017

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Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients

American journal of respiratory and critical care medicine, 2015-10, Vol.192 (8), p.958-964

2015

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Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

Critical care medicine, 2016-02, Vol.44 (2), p.368-374

2016

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The value of vital sign trends for detecting clinical deterioration on the wards

Resuscitation, 2016-05, Vol.102, p.1-5

2016

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Identifying Patients With Sepsis on the Hospital Wards

Chest, 2017-04, Vol.151 (4), p.898-907

2017

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Investigating the Impact of Different Suspicion of Infection Criteria on the Accuracy of Quick Sepsis-Related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores

Critical care medicine, 2017-11, Vol.45 (11), p.1805-1812

2017

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Development of a Multicenter Ward-Based AKI Prediction Model

Clinical journal of the American Society of Nephrology, 2016-11, Vol.11 (11), p.1935-1943

2016

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Risk Stratification of Hospitalized Patients on the Wards

Chest, 2013-06, Vol.143 (6), p.1758-1765

2013

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Implications of Centers for Medicare & Medicaid Services Severe Sepsis and Septic Shock Early Management Bundle and Initial Lactate Measurement on the Management of Sepsis

Chest, 2018-08, Vol.154 (2), p.302-308

2018

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Determining the Electronic Signature of Infection in Electronic Health Record Data

Critical care medicine, 2021-07, Vol.49 (7), p.e673-e682

2021

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Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

JAMA network open, 2020-08, Vol.3 (8), p.e2012892-e2012892

2020

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Association between intensive care unit transfer delay and hospital mortality: A multicenter investigation

Journal of hospital medicine, 2016-11, Vol.11 (11), p.757-762

2016

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Comparison of early warning scores for predicting clinical deterioration and infection in obstetric patients

BMC pregnancy and childbirth, 2022-04, Vol.22 (1), p.295-295, Article 295

2022

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Relationship Between ICU Bed Availability, ICU Readmission, and Cardiac Arrest in the General Wards

Critical care medicine, 2014-09, Vol.42 (9), p.2037-2041

2014

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Location of In‐Hospital Cardiac Arrest in the United States—Variability in Event Rate and Outcomes

Journal of the American Heart Association, 2016-10, Vol.5 (10), p.n/a

2016

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Effects of compression depth and pre-shock pauses predict defibrillation failure during cardiac arrest

Resuscitation, 2006-11, Vol.71 (2), p.137-145

2006

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Uniform reporting of measured quality of cardiopulmonary resuscitation (CPR)

Resuscitation, 2007-09, Vol.74 (3), p.406-417

2007

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Mentorship Malpractice

JAMA : the journal of the American Medical Association, 2016-04, Vol.315 (14), p.1453

2016

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Rapid response systems

Resuscitation, 2018-07, Vol.128, p.191-197

2018

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Therapeutic hypothermia utilization among physicians after resuscitation from cardiac arrest

Critical care medicine, 2006-07, Vol.34 (7), p.1935-1940

2006

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Predictors of In-Hospital Mortality After Rapid Response Team Calls in a 274 Hospital Nationwide Sample

Critical care medicine, 2018-07, Vol.46 (7), p.1041-1048

2018

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Predicting cardiac arrest in the emergency department

Journal of the American College of Emergency Physicians Open, 2020-08, Vol.1 (4), p.321-326

2020

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Association Between Survival and Time of Day for Rapid Response Team Calls in a National Registry

Critical care medicine, 2017-10, Vol.45 (10), p.1677-1682

2017

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Cardiopulmonary Resuscitation Quality: Improving Cardiac Resuscitation Outcomes Both Inside and Outside the Hospital: A Consensus Statement From the American Heart Association

Circulation (New York, N.Y.), 2013-07, Vol.128 (4), p.417-435

2013

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The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model

Quick Sepsis-related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores for Detecting Clinical Deterioration in Infected Patients outside the Intensive Care Unit

Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

The value of vital sign trends for detecting clinical deterioration on the wards

Identifying Patients With Sepsis on the Hospital Wards

Investigating the Impact of Different Suspicion of Infection Criteria on the Accuracy of Quick Sepsis-Related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores

Development of a Multicenter Ward-Based AKI Prediction Model

Risk Stratification of Hospitalized Patients on the Wards

Implications of Centers for Medicare & Medicaid Services Severe Sepsis and Septic Shock Early Management Bundle and Initial Lactate Measurement on the Management of Sepsis

Determining the Electronic Signature of Infection in Electronic Health Record Data

Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury

Association between intensive care unit transfer delay and hospital mortality: A multicenter investigation

Comparison of early warning scores for predicting clinical deterioration and infection in obstetric patients

Relationship Between ICU Bed Availability, ICU Readmission, and Cardiac Arrest in the General Wards

Location of In‐Hospital Cardiac Arrest in the United States—Variability in Event Rate and Outcomes

Effects of compression depth and pre-shock pauses predict defibrillation failure during cardiac arrest

Uniform reporting of measured quality of cardiopulmonary resuscitation (CPR)

Mentorship Malpractice

Rapid response systems

Therapeutic hypothermia utilization among physicians after resuscitation from cardiac arrest

Predictors of In-Hospital Mortality After Rapid Response Team Calls in a 274 Hospital Nationwide Sample

Predicting cardiac arrest in the emergency department

Association Between Survival and Time of Day for Rapid Response Team Calls in a National Registry

Cardiopulmonary Resuscitation Quality: Improving Cardiac Resuscitation Outcomes Both Inside and Outside the Hospital: A Consensus Statement From the American Heart Association

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