Machine Learning in Medicine - Hardcover

Zwinderman, Aeilko H.; Cleophas, Ton J.

 
9789400758230: Machine Learning in Medicine
Hardcover
ISBN 10: 9400758235 ISBN 13: 9789400758230
Verlag: Springer, 2013

Inhaltsangabe

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.

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Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
9400758235
ISBN 13 
9789400758230
Einband
Tapa dura
Anzahl der Seiten
284
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9789400768857: Machine Learning in Medicine: Part Two

Vorgestellte Ausgabe

ISBN 10:  9400768850 ISBN 13:  9789400768857
Verlag: Springer, 2013
Hardcover