Name: Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning
Price: 73.92 EUR
Availability: InStock
Author: Cleophas, Ton J. ; Zwinderman, Aeilko H.
ISBN: 9783030199203

portada Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning

Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning

Type

Physical Book

Author

Ton J. Cleophas

Aeilko H. Zwinderman

Publisher

Springer

Language

English

Pages

304

Format

Paperback

ISBN13

9783030199203

Synopsis "Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning"

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

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Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning - Cleophas, Ton J. ; Zwinderman, Aeilko H.

Synopsis "Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning"

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