Efficacy Analysis in Clinical Trials an Update

Efficacy Analysis in an Era of Machine Learning

Häftad, Engelska, 2020

Av Ton J. Cleophas, Aeilko H. Zwinderman

1 029 kr

Beställningsvara. Skickas inom 7-10 vardagar
Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)


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 variablesModern medical computer files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are requiredThis 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 includedThe authors conclude, that machine learning is often more informative, and provides better sensitivities of testing than traditional analytic methods do

Produktinformation

  • Utgivningsdatum2020-09-25
  • Mått155 x 235 x undefined mm
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor304
  • FörlagSpringer Nature Switzerland AG
  • ISBN9783030199203