Lybrary.com: ebooks and download videos Search All  Title  Author 
Home / Nonfiction / Technology / Biomedical

Data Mining in Biomedical Imaging, Signaling, and Systems

$125.95
| £105.40 | €120.77 | Ca$168.87 | Au$171.45
by Sumeet Dua
What is this?DRM-PDF | by download   add to wish list
Data Mining in Biomedical Imaging, Signaling, and Systems by Sumeet Dua

Data mining can help pinpoint hidden information in medical data and accurately differentiate pathological from normal data. It can help to extract hidden features from patient groups and disease states and can aid in automated decision making. Data Mining in Biomedical Imaging, Signaling, and Systems provides an in-depth examination of the biomedical and clinical applications of data mining. It supplies examples of frequently encountered heterogeneous data modalities and details the applicability of data mining approaches used to address the computational challenges in analyzing complex data. 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. The authors review alignment-based clustering approaches, techniques for automatic analysis of biofilm images, and applications of medical text mining, including text classification applied to medical reports. The identification and classification of two life-threatening heart abnormalities, arrhythmia and ischemia, are addressed, and a unique segmentation method for mining a 3-D imaging biomarker, exemplified by evaluation of osteoarthritis, is also presented. Given the widespread deployment of complex biomedical systems, the authors discuss system-engineering principles in a proposal for a design of reliable systems. This comprehensive volume demonstrates the broad scope of uses for data mining and includes detailed strategies and methodologies for analyzing data from biomedical images, signals, and systems.

To view this DRM protected ebook on your desktop or laptop you will need to have Adobe Digital Editions installed. It is a free software. We also strongly recommend that you sign up for an AdobeID at the Adobe website. For more details please see FAQ 1&2. To view this ebook on an iPhone, iPad or Android mobile device you will need the Adobe Digital Editions app, or BlueFire Reader or Txtr app. These are free, too. For more details see this article.


SHARE  Share by Email  Share on Facebook  Share on Twitter  Share on Linked In  Share on Delicious
or call in the US toll free 1-888-866-9150 product ID: 727694

Ebook Details
Pages: 440
Size: 19.7 MB
Publisher: CRC Press
Date published:   2011
ISBN: 9781439839393 (DRM-PDF)

DRM Settings
Copying:not allowed
Printing:not allowed
Read Aloud:  not allowed

Territory Restrictions
This ebook will NOT be sold to customers with a billing address in:
India

This product is listed in the following categories:

Nonfiction > Science > Biotechnology
Nonfiction > Computers > Database Management > Database Mining
Nonfiction > Technology > Biomedical

This author has products in the following categories:

Nonfiction > Science > Biotechnology
Nonfiction > Computers > Database Management > Database Mining
Nonfiction > Technology > Biomedical
Nonfiction > Computers > Security
Nonfiction > Computers > Programming > Systems Analysis & Design
Nonfiction > Mathematics > Probability & Statistics

If you find anything wrong with this product listing, perhaps the description is wrong, the author is incorrect, or it is listed in the wrong category, then please contact us. We will promptly address your feedback.

Submit 5 page SummaryWhat is this?

01/18/2017
© 2017 Lybrary.com