Efficacy Analysis in Clinical Trials an Update

Efficacy Analysis in Clinical Trials an Update

by Ton J. Cleophas and Aeilko H. Zwinderman
Epub (Kobo), Epub (Adobe)
Publication Date: 05/09/2019

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Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to even out multiple variables


Modern medical computer files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are required


This is the first publication of clinical trials that have been systematically analyzed with machine learning. In addition, all of the machine learning analyses were tested against traditional analyses. Step by step statistics for self-assessments are included


The authors conclude, that machine learning is often more informative, and provides better sensitivities of testing than traditional analytic methods do

ISBN:
9783030199180
9783030199180
Category:
Medical research
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
05-09-2019
Language:
English
Publisher:
Springer International Publishing

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