Machine Learning in Medicine - Cookbook

• Main Authors: Cleophas, Ton J. (Author), Zwinderman, Aeilko H. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: SpringerBriefs in Statistics,
• Subjects: Medicine.; Biometrics (Biology).; Application software.; Biostatistics.; Statistics.; Medicine & Public Health.; Medicine/Public Health, general.; Statistics for Life Sciences, Medicine, Health Sciences.; Computer Applications.; Biometrics.

The amount of data in medical databases doubles every 20 months, and physicians are at a loss to analyze them. Also, traditional methods of data analysis have difficulty to identify outliers and patterns in big data and data with multiple exposure / outcome variables and analysis-rules for surveys a...