Mapping the EORTC-QLQ-C30 to the EQ-5D-3L: an assessment of existing and newly developed algorithms

Fionn Woodcock,Brett Doble,Stephen B. Fox,Ian M. Collins,Theresa Hayes,Madhu Singh,Gary Richardson,Lara Lipton,So Young Moon,Mark Lucas,Andrew Fellowes,Huiling Xu,Heather Thorne,John J. McNeil,Paula Lorgelly,David Thomas,Paul A. James,Tomáš John,Gail P. Risbridger,Gavin Wright,Raymond Snyder

Mapping the EORTC-QLQ-C30 to the EQ-5D-3L: an assessment of existing and newly developed algorithms

2018

Objectives. To assess the external validity of mapping algorithms for predicting EQ-5D-3L utility values from EORTC QLQ-C30 responses not previously validated and to assess whether statistical mode...

Keywords:

Regression analysis
Statistics
Medicine
Machine learning
EQ-5D
Artificial intelligence
Linear model
Mixture model
External validity
Data set
Statistical model
Mean squared error
Algorithm

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