Machine Learning in Medicine

Beschreibung

Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 284 pp. Englisch.

Bestandsnummer des Verkäufers 9789400793637

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Bibliografische Details

Titel

Machine Learning in Medicine

Verlag

Springer Netherlands, Springer Netherlands Feb 2015

Erscheinungsjahr

2015

Sprache

Englisch

ISBN-10

9400793634

ISBN-13

9789400793637

Einband

Taschenbuch

Zustand

Neu

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