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Home > Higher Education > Medical > DATA MINING IN BIOMEDICAL IMAGING, SIGNALING, AND SYSTEMS
DATA MINING IN BIOMEDICAL IMAGING, SIGNALING, AND SYSTEMS, 1/e

DATA MINING IN BIOMEDICAL IMAGING, SIGNALING, AND SYSTEMS, 1/e

RAJENDRA ACHARYA U. & SUMEET DUA

ISBN : 9781439839386
Pages : 440
Binding : Paperback
Language : English
Imprint : Taylor & Francis
Trim size : 6" x 9" inches
Weight : 1kg
© year : 2014
List Price : Book Details 795.00
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The book details feature extraction techniques and covers several critical feature descriptors. As machine learning is employed in many diagnostic applications, it covers the fundamentals, evaluation measures, and challenges of supervised and unsupervised learning methods. Both feature extraction and supervised learning are discussed as they apply to seizure-related patterns in epilepsy patients. Other specific disorders are also examined with regard to the value of data mining for refining clinical diagnoses, including depression and recurring migraines. The diagnosis and grading of the world’s fourth most serious health threat, depression, and analysis of acoustic properties that can distinguish depressed speech from normal are also described. Although a migraine is a complex neurological disorder, the text demonstrates how metabonomics can be effectively applied to clinical practice.

 
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