A Comparison of a Machine Learning Model with EuroSCORE II in Predicting Mortality after Elective Cardiac Surgery: A Decision Curve Analysis

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

(2016) R. Andrew Taylor et al.   ACADEMIC EMERGENCY MEDICINE

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

(2016) Matthew M. Churpek et al.   CRITICAL CARE MEDICINE

A land use regression model for ambient ultrafine particles in Montreal, Canada: A comparison of linear regression and a machine learning approach

(2016) Scott Weichenthal et al.   ENVIRONMENTAL RESEARCH

Decision Curve Analysis

(2015) Mark Fitzgerald et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

2014 ESC/EACTS Guidelines on myocardial revascularization

(2014)   EUROPEAN HEART JOURNAL

Utility of Vital Signs, Heart Rate Variability and Complexity, and Machine Learning for Identifying the Need for Lifesaving Interventions in Trauma Patients

(2014) Nehemiah T. Liu et al.   SHOCK

Evaluation of 5-Fluorouracil Metabolic Enzymes as Predictors of Response to Adjuvant Chemotherapy Outcomes in Patients with Stage II/III Colorectal Cancer: A Decision-Curve Analysis

(2014) Kohei Shigeta et al.   WORLD JOURNAL OF SURGERY

Decision curve analysis and external validation of the postoperative Karakiewicz nomogram for renal cell carcinoma based on a large single-center study cohort

(2014) Stefan Zastrow et al.   WORLD JOURNAL OF UROLOGY

Defining Optimum Treatment of Patients With Pancreatic Adenocarcinoma Using Regret-Based Decision Curve Analysis

(2013) Jonathan M. Hernandez et al.   ANNALS OF SURGERY

Guidelines on the management of valvular heart disease (version 2012)

(2012) et al.   EUROPEAN HEART JOURNAL

Assessing the clinical benefit of nuclear matrix protein 22 in the surveillance of patients with nonmuscle-invasive bladder cancer and negative cytology

(2011) Shahrokh F. Shariat et al.   CANCER

The Society of Thoracic Surgeons 2008 Cardiac Surgery Risk Models: Part 3—Valve Plus Coronary Artery Bypass Grafting Surgery

(2009) David M. Shahian et al.   ANNALS OF THORACIC SURGERY

The Society of Thoracic Surgeons 2008 Cardiac Surgery Risk Models: Part 2—Isolated Valve Surgery

(2009) Sean M. O'Brien et al.   ANNALS OF THORACIC SURGERY

The Society of Thoracic Surgeons 2008 Cardiac Surgery Risk Models: Part 1—Coronary Artery Bypass Grafting Surgery

(2009) David M. Shahian et al.   ANNALS OF THORACIC SURGERY

Decision Analysis for the Evaluation of Diagnostic Tests, Prediction Models, and Molecular Markers

(2008) Andrew J Vickers   AMERICAN STATISTICIAN

Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers

(2008) Andrew J Vickers et al.   BMC Medical Informatics and Decision Making