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Why the C-statistic is not informative to evaluate early warning scores and what metrics to use

Critical care (London, England), 2015-08, Vol.19 (1), p.285-285, Article 285

2015

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Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS)

Journal of the American Medical Informatics Association : JAMIA, 2021-06, Vol.28 (6), p.1207-1215

2021

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The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours

JAMIA open, 2019-12, Vol.2 (4), p.465-470

2019

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Prediction and Inference With Missing Data in Patient Alert Systems

Journal of the American Statistical Association, 2020-01, Vol.115 (529), p.32-46

2020

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Individualizing and optimizing the use of early warning scores in acute medical care for deteriorating hospitalized patients

Resuscitation, 2015-08, Vol.93, p.107-112

2015

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Myocardial Infarction After Hip Fracture Repair: A Population-Based Study

Journal of the American Geriatrics Society (JAGS), 2012-11, Vol.60 (11), p.2020-2026

2012

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Reply to Letter: Widely used track and trigger scores: Are they ready for automation in practice?

Resuscitation, 2014-10, Vol.85 (10), p.e159-e159

2014

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A comparison of hospital adverse events identified by three widely used detection methods

International journal for quality in health care, 2009-08, Vol.21 (4), p.301-307

2009

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Widely used track and trigger scores: Are they ready for automation in practice?

Resuscitation, 2014-04, Vol.85 (4), p.549-552

2014

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A stochastic model of acute-care decisions based on patient and provider heterogeneity

Health care management science, 2017-06, Vol.20 (2), p.187-206

2017

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Measuring hospital adverse events: assessing inter-rater reliability and trigger performance of the Global Trigger Tool

International journal for quality in health care, 2010-08, Vol.22 (4), p.266-274

2010

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Incidence and 1-Year Outcomes of Perioperative Atrial Arrhythmia in Elderly Adults After Hip Fracture Surgery

Journal of the American Geriatrics Society (JAGS), 2015-11, Vol.63 (11), p.2269-2274

2015

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Body Mass Index and the Impact on Hospital Resource Use in Patients Undergoing Total Knee Arthroplasty

The Journal of arthroplasty, 2010-12, Vol.25 (8), p.1250-1257.e1

2010

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Identifying patients at risk of inhospital death or hospice transfer for early goals of care discussions in a US referral center: the HELPS model derived from retrospective data

BMJ open, 2018-01, Vol.8 (1), p.e015550-e015550

2018

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Medical and surgical comanagement after elective hip and knee arthroplasty: a randomized, controlled trial

Annals of internal medicine, 2004-07, Vol.141 (1), p.28

2004

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Teaching High-value, Cost-conscious Care: Improving Residents' Knowledge and Attitudes

The American journal of medicine, 2013-09, Vol.126 (9), p.838-842

2013

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Body Mass Index and Risk of Adverse Cardiac Events in Elderly Patients with Hip Fracture: A Population-Based Study

Journal of the American Geriatrics Society (JAGS), 2009-03, Vol.57 (3), p.419-426

2009

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Evaluating implementation of a rapid response team: considering alternative outcome measures

International journal for quality in health care, 2014-02, Vol.26 (1), p.49-57

2014

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Impact of body mass on hospital resource use in total hip arthroplasty

Public health nutrition, 2009-08, Vol.12 (8), p.1122-1132

2009

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Learning from every death

Journal of patient safety, 2014-03, Vol.10 (1), p.6-12

2014

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Impact of heart failure on hip fracture outcomes: A population-based study

Journal of hospital medicine, 2011-11, Vol.6 (9), p.507-512

2011

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Unplanned transfers to the intensive care unit: The role of the shock index

Journal of hospital medicine, 2010-10, Vol.5 (8), p.460-465

2010

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Clinical presentation and outcome of perioperative myocardial infarction in the very elderly following hip fracture surgery

Journal of hospital medicine, 2012-11, Vol.7 (9), p.713-716

2012

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Effect of obesity and clinical factors on pre-incision time: study of operating room workflow

AMIA ... Annual Symposium proceedings, 2014, Vol.2014, p.691-699

2014

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Does Self-Titrating CPAP Therapy Improve Postoperative Outcome in Patients at Risk for Obstructive Sleep Apnea Syndrome? A Randomized Controlled Clinical Trial

Chest, 2011-10, Vol.140 (4), p.1071A-1071B

2011

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Why the C-statistic is not informative to evaluate early warning scores and what metrics to use

Using machine learning to improve the accuracy of patient deterioration predictions: Mayo Clinic Early Warning Score (MC-EWS)

The fifth vital sign? Nurse worry predicts inpatient deterioration within 24 hours

Prediction and Inference With Missing Data in Patient Alert Systems

Individualizing and optimizing the use of early warning scores in acute medical care for deteriorating hospitalized patients

Myocardial Infarction After Hip Fracture Repair: A Population-Based Study

Reply to Letter: Widely used track and trigger scores: Are they ready for automation in practice?

A comparison of hospital adverse events identified by three widely used detection methods

Widely used track and trigger scores: Are they ready for automation in practice?

A stochastic model of acute-care decisions based on patient and provider heterogeneity

Measuring hospital adverse events: assessing inter-rater reliability and trigger performance of the Global Trigger Tool

Incidence and 1-Year Outcomes of Perioperative Atrial Arrhythmia in Elderly Adults After Hip Fracture Surgery

Body Mass Index and the Impact on Hospital Resource Use in Patients Undergoing Total Knee Arthroplasty

Identifying patients at risk of inhospital death or hospice transfer for early goals of care discussions in a US referral center: the HELPS model derived from retrospective data

Medical and surgical comanagement after elective hip and knee arthroplasty: a randomized, controlled trial

Teaching High-value, Cost-conscious Care: Improving Residents' Knowledge and Attitudes

Body Mass Index and Risk of Adverse Cardiac Events in Elderly Patients with Hip Fracture: A Population-Based Study

Evaluating implementation of a rapid response team: considering alternative outcome measures

Impact of body mass on hospital resource use in total hip arthroplasty

Learning from every death

Impact of heart failure on hip fracture outcomes: A population-based study

Unplanned transfers to the intensive care unit: The role of the shock index

Clinical presentation and outcome of perioperative myocardial infarction in the very elderly following hip fracture surgery

Effect of obesity and clinical factors on pre-incision time: study of operating room workflow

Does Self-Titrating CPAP Therapy Improve Postoperative Outcome in Patients at Risk for Obstructive Sleep Apnea Syndrome? A Randomized Controlled Clinical Trial

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