An examination of machine learning to map non‐preference based patient reported outcome measures to health state utility values

Alternative evaluation metrics for risk adjustment methods

(2018) Sungchul Park et al.   HEALTH ECONOMICS

Mapping to Estimate Health-State Utility from Non–Preference-Based Outcome Measures: An ISPOR Good Practices for Outcomes Research Task Force Report

(2017) Allan J. Wailoo et al.   VALUE IN HEALTH

Using CART to Identify Thresholds and Hierarchies in the Determinants of Funding Decisions

(2016) Chris Schilling et al.   MEDICAL DECISION MAKING

Evaluation of the Effect of a Continuous Treatment: A Machine Learning Approach with an Application to Treatment for Traumatic Brain Injury

(2015) Noémi Kreif et al.   HEALTH ECONOMICS

Mapping Functions in Health-Related Quality of Life

(2015) Tracey A. Young et al.   MEDICAL DECISION MAKING

An International Standard Set of Patient-Centered Outcome Measures After Stroke

(2015) Joel Salinas et al.   STROKE

Classification and regression tree (CART) analysis of endometrial carcinoma: Seeing the forest for the trees

(2013) Joyce N. Barlin et al.   GYNECOLOGIC ONCOLOGY

A Comparison of Direct and Indirect Methods for the Estimation of Health Utilities from Clinical Outcomes

(2013) Mónica Hernández Alava et al.   MEDICAL DECISION MAKING

The relationship between EQ-5D, HAQ and pain in patients with rheumatoid arthritis

(2013) Mónica Hernández Alava et al.   RHEUMATOLOGY

Mapping to Obtain EQ-5D Utility Values for Use in NICE Health Technology Assessments

(2013) Louise Longworth et al.   VALUE IN HEALTH

Regression Estimators for Generic Health-Related Quality of Life and Quality-Adjusted Life Years

(2011) Anirban Basu et al.   MEDICAL DECISION MAKING

Utility values in National Institute for Health and Clinical Excellence (NICE) Technology Appraisals

(2011) Jonathan C. Tosh et al.   VALUE IN HEALTH

Quantile regression neural networks: Implementation in R and application to precipitation downscaling

(2010) Alex J. Cannon   COMPUTERS & GEOSCIENCES

The Patient-Reported Outcomes Measurement Information System (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005–2008

(2010) David Cella et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

p-Values for High-Dimensional Regression

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION