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Efficacy Analysis in Clinical Trials an Update

von Aeilko H. Zwinderman und Ton J. Cleophas
Softcover - 9783030199203
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Beschreibung

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


Efficacy Analysis in an Era of Machine Learning

Efficacy Analysis in an Era of Machine Learning

Details

Verlag Springer International Publishing
Ersterscheinung 25. September 2020
Maße 23.5 cm x 15.5 cm
Gewicht 548 Gramm
Format Softcover
ISBN-13 9783030199203
Auflage 1st ed. 2019
Seiten 304