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

Contributor(s): Material type: TextTextLanguage: English Series: An Auerback BookPublication details: Boca Raton : CRC Press, [2011], ©2011.Description: xv, 424 pages : illustrations ; 24 cmISBN:
  • 9781439839386 (hbk)
Subject(s): DDC classification:
  • 610.285 DUA/D
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.
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Holdings
Item type Current library Home library Collection Call number Status Date due Barcode Item holds
Technical Reference Book Technical Reference Book Central Library, IIT Bhubaneswar Central Library, IIT Bhubaneswar SES 610.285 DUA/D (Browse shelf(Opens below)) Available 9471
Total holds: 0

Includes bibliographical references and index.

"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.

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