Machine Learning in Medicine

Nonfiction, Science & Nature, Science, Biological Sciences, Entomology, Mathematics, Statistics, Health & Well Being, Medical
Cover of the book Machine Learning in Medicine by Ton J. Cleophas, Aeilko H. Zwinderman, Springer Netherlands
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Ton J. Cleophas, Aeilko H. Zwinderman ISBN: 9789400758247
Publisher: Springer Netherlands Publication: February 12, 2013
Imprint: Springer Language: English
Author: Ton J. Cleophas, Aeilko H. Zwinderman
ISBN: 9789400758247
Publisher: Springer Netherlands
Publication: February 12, 2013
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer Netherlands

Cover of the book The Therapy of Pain by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Methodology for Genetic Studies of Twins and Families by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Design for a Brain by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Epistemology and Political Philosophy in Gilbert Simondon by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Prelude to War by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Complementary Notions by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Geomicrobiology: Molecular and Environmental Perspective by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Philosophy and Life by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book National Self-Determination and Justice in Multinational States by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Science, Action, and Reality by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Minerals and Mineraloids in Marine Sediments by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Real-Time Adaptive Concepts in Acoustics by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book The Legal Realism of Jerome N. Frank by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Multiobjective Shape Design in Electricity and Magnetism by Ton J. Cleophas, Aeilko H. Zwinderman
Cover of the book Gastroenterology by Ton J. Cleophas, Aeilko H. Zwinderman
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy