Knowledge-Driven Medicine: A Machine Learning Approach R. Bharat Rao

ISBN: 9781439838877

Published: October 15th 2013

Hardcover

300 pages


Description

Knowledge-Driven Medicine: A Machine Learning Approach  by  R. Bharat Rao

Knowledge-Driven Medicine: A Machine Learning Approach by R. Bharat Rao
October 15th 2013 | Hardcover | PDF, EPUB, FB2, DjVu, AUDIO, mp3, ZIP | 300 pages | ISBN: 9781439838877 | 6.62 Mb

Focusing on several recent, novel machine learning automatic algorithms, this reference provides the first source on the use of machine learning methods in designing computer-aided diagnosis (CAD) systems. It proposes a framework for CAD problems,MoreFocusing on several recent, novel machine learning automatic algorithms, this reference provides the first source on the use of machine learning methods in designing computer-aided diagnosis (CAD) systems.

It proposes a framework for CAD problems, presents the technical issues involved when building classifiers, and provides the appropriate machine learning techniques to address these problems. The book also includes results and concrete examples for different diseases and imaging modalities. It provides a useful tool for researchers and students in the biomedical sciences and machine learning as well as for advanced courses on CAD and/or medical informatics.



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