Data & IT

Machine Learning in Medicine

Ton J Cleophas • Aeilko H Zwinderman

Inbunden

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265 sidor
2013

Machine learning is a novel discipline concerned with the analysis of large and multiple variables data. It involves computationally intensive methods, like factor analysis, cluster analysis, and discriminant analysis. It is currently mainly the domain of computer scientists, and is already commonly used in social sciences, marketing research, operational research and applied sciences. It is virtually unused in clinical research. This is probably due to the traditional belief of clinicians in clinical trials where multiple variables are equally balanced by the randomization process and are not further taken into account. In contrast, modern computer data files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are required. This book was written as a hand-hold presentation accessible to clinicians, and as a must-read publication for those new to the methods.

Författare: Ton J Cleophas, Aeilko H Zwinderman
Illustratör: 80 schwarz-weiße Tabellen 30 schwarz-weiße Abbildungen
Format: Inbunden
ISBN: 9789400758230
Språk: Engelska
Antal sidor: 265
Utgivningsdatum: 2013-02-27
Förlag: Springer