Machine Learning in Medicine (BOK)

Ton J. Cleophas, Aeilko H. Zwinderman

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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.

Produktfakta

Språk Engelsk Engelsk Innbinding Innbundet
Utgitt 2013 Forfatter Aeilko H. Zwinderman, Ton J. Cleophas
Forlag
Springer
ISBN 9789400758230
Antall sider 250 Dimensjoner 15,6cm x 23,4cm x 1,7cm
Vekt 576 gram Leverandør Bertram Trading Ltd
Emner og form Medical research, Insects (entomology), Probability & statistics, Literacy, Computer vision