Statistical and computational methods in brain image analysis (Record no. 12035)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03296cam a2200361Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | CRC0KE11652PDF |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhSAU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20151012144309.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m|||||o||d|||||||| |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130725s2014 fluadf sb 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439836361 (ebook : PDF) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | BD-DhSAU |
| Transcribing agency | BD-DhSAU |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | RC386.6.D52 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | C48 2014 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 616.804754 |
| Item number | C559 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Chung, Moo K. |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical and computational methods in brain image analysis |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | Moo K. Chung. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvi, 400 p., [16] p. of col. plates : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC mathematical and computational imaging sciences |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 363-396) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction to brain and medical images -- 2. Bernoulli models for binary images -- 3. General linear models -- 4. Gaussian kernel smoothing -- 5. Random fields theory -- 6. Anisotropic kernel smoothing -- 7. Multivariate general linear models -- 8. Cortical surface analysis -- 9. Heat kernel smoothing on surfaces -- 10. Cosine series representation of 3D curves -- 11. Weighted spherical harmonic representation -- 12. Multivariate surface shape analysis -- 13. Laplace-Beltrami Eigenfunctions for surface data -- 14. Persistent homology -- 15. Sparse networks -- 16. Sparse shape models -- 17. Modeling structural brain networks -- 18. Mixed effects models. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "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."-- |
| Assigning source | Provided by publisher. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print edition. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Brain |
| General subdivision | Imaging. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Brain |
| General subdivision | Imaging |
| -- | Statistical methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Brain mapping |
| General subdivision | Statistical methods. |
| 655 #7 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Source of term | lcsh |
| 776 1# - ADDITIONAL PHYSICAL FORM ENTRY | |
| International Standard Book Number | 9781439836354 (hardback) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Chapman & Hall/CRC mathematical and computational imaging sciences. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://marc.crcnetbase.com/isbn/9781439836361">http://marc.crcnetbase.com/isbn/9781439836361</a> |
| Electronic format type | application/PDF |
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