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Title:

Data mining in biomedical imaging, signaling, and systems / edited by Sumeet Dua and Rajendra Acharya U.

Publisher:

Auerbach Publications,

Copyright Date:

2011

Description:

xv, 424 p. : ill. ; 24 cm.

Subject:

Data mining.
Medical informatics.
Bioinformatics.
Data Mining.
Decision Support Systems, Clinical.
Image Interpretation, Computer-Assisted--methods.
Signal Processing, Computer-Assisted.

Other Authors:

Dua, Sumeet, editor.
Acharya U, Rajendra, editor.

Notes:

Includes bibliographical references and index.

Summary:

"Data mining has rapidly emerged as an enabling, robust, and scalable technique to analyze data for novel patterns, trends, anomalies, structures, and features that can be employed for a variety of biomedical and clinical domains. Approaching the techniques and challenges of image mining from a multidisciplinary perspective, this book presents data mining techniques, methodologies, algorithms, and strategies to analyze biomedical signals and images. Written by experts, the text addresses data mining paradigms for the development of biomedical systems. It also includes special coverage of knowledge discovery in mammograms and emphasizes both the diagnostic and therapeutic fields of eye imaging"--Provided by publisher.

ISBN:

1439839387 (hardcover : alk. paper)
9781439839386 (hardcover : alk. paper)

OCLC:

(OCoLC)495781184

LCCN:

2010051040

Locations:

OVUX522 -- University of Iowa Libraries (Iowa City)