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Statistical and computational method...

Chung, Moo K.

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Statistical and computational methods in brain image analysis /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Statistical and computational methods in brain image analysis // Moo K. Chung.
作者:	Chung, Moo K.
出版者:	Boca Raton :CRC Press, : c2014.,
面頁冊數:	xvi, 400 p., [16] p. of plates :ill. ;25 cm.
標題:	Brain - Imaging -
ISBN:	9781439836354

Statistical and computational methods in brain image analysis /
Chung, Moo K.

Statistical and computational methods in brain image analysis /Moo K. Chung. - Boca Raton :CRC Press,c2014. - xvi, 400 p., [16] p. of plates :ill. ;25 cm. - Chapman & Hall/CRC mathematical and computational imaging sciences series.

Includes bibliographical references and index.

"The massive amount of nonstandard high-dimensional brain imaging data being generated is often difficult to analyze using current techniques. This challenge in brain image analysis requires new computational approaches and solutions. But none of the research papers or books in the field describe the quantitative techniques with detailed illustrations of actual imaging data and computer codes. Using MATLAB® and case study data sets, Statistical and Computational Methods in Brain Image Analysis is the first book to explicitly explain how to perform statistical analysis on brain imaging data. The book focuses on methodological issues in analyzing structural brain imaging modalities such as MRI and DTI. Real imaging applications and examples elucidate the concepts and methods. In addition, most of the brain imaging data sets and MATLAB codes are available on the author's website. By supplying the data and codes, this book enables researchers to start their statistical analyses immediately. Also suitable for graduate students, it provides an understanding of the various statistical and computational methodologies used in the field as well as important and technically challenging topics."--

ISBN: 9781439836354GBP66.00

LCCN: 2013014915Subjects--Topical Terms:

1362683
Brain
--Imaging

LC Class. No.: RC386.6.D52 / C48 2014

Dewey Class. No.: 616.8/04754

Statistical and computational methods in brain image analysis /
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245 1 0 $a Statistical and computational methods in brain image analysis / $c Moo K. Chung.
260 $a Boca Raton : $b CRC Press, $c c2014.
300 $a xvi, 400 p., [16] p. of plates : $b ill. ; $c 25 cm.
490 0 $a Chapman & Hall/CRC mathematical and computational imaging sciences series
504 $a Includes bibliographical references and index.
520 $a "The massive amount of nonstandard high-dimensional brain imaging data being generated is often difficult to analyze using current techniques. This challenge in brain image analysis requires new computational approaches and solutions. But none of the research papers or books in the field describe the quantitative techniques with detailed illustrations of actual imaging data and computer codes. Using MATLAB® and case study data sets, Statistical and Computational Methods in Brain Image Analysis is the first book to explicitly explain how to perform statistical analysis on brain imaging data. The book focuses on methodological issues in analyzing structural brain imaging modalities such as MRI and DTI. Real imaging applications and examples elucidate the concepts and methods. In addition, most of the brain imaging data sets and MATLAB codes are available on the author's website. By supplying the data and codes, this book enables researchers to start their statistical analyses immediately. Also suitable for graduate students, it provides an understanding of the various statistical and computational methodologies used in the field as well as important and technically challenging topics."-- $c Provided by publisher.
650 0 $a Brain $x Imaging $x Statistical methods. $3 1362683
650 0 $a Brain $x Imaging. $3 783154
650 0 $a Brain mapping $x Statistical methods. $3 1362682