Functional Magnetic Resonance Imaging Processing

Authors: Li, Xingfeng

  • Mathematical equations with computer program algorithm implementation
  • Wide range of methods for magnetic resonance image analysis
  • Dealing with different image modalities
  • State of the art algorithms for data analysis
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eBook $149.00
price for USA (gross)
  • ISBN 978-94-007-7302-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-94-007-7301-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 13, 2016
  • ISBN 978-94-024-0249-0
  • Free shipping for individuals worldwide
About this book

With strong numerical and computational focus, this book serves as an essential resource on the methods for functional neuroimaging analysis, diffusion weighted image analysis, and longitudinal VBM analysis. It includes four MRI image modalities analysis methods. The first covers the PWI methods, which is the basis for understanding cerebral flow in human brain. The second part, the book’s core, covers fMRI methods in three specific domains: first level analysis, second level analysis, and effective connectivity study. The third part covers the analysis of Diffusion weighted image, i.e. DTI, QBI and DSI image analysis. Finally, the book covers (longitudinal) VBM methods and its application to Alzheimer’s disease study.

About the authors

Dr. Xingfeng Li obtained his first degree in automation control, master degree of engineer in power system control, and Ph.D. degree in pattern recognition and machine intelligence in 1996, 2001, and 2004, respectively. Since then, he has been working in various research institutions in different countries on MRI and PET image analysis. He worked as postdoc research fellow from 2004-2009 at McGill University in Canada and INSERM, Paris 6th University in France. From 2009–2013, he has been a research fellow at the University of Ulster, UK. He is currently working on applying nonlinear system identification theory for studying nonlinear dynamic brain system. He conducts extensive research work using fMRI, diffusion weighted imaging, perfusion weighted imaging, structural MRI, and PET methods to investigate human brain system. His research interests include functional medical imaging analysis, numerical analysis, statistical analysis, nonlinear system identification, and optimization algorithms. He has published dozen of papers in the journals NeuroImage, IEEE Transaction on Medical Imaging, and Medical Image Analysis. He is also a member of the editorial board of Journal of Nonlinear Dynamics.

Reviews

From the reviews:

 

“This informative new book reviews the methods for functional brain imaging analysis. Written and edited by a researcher in the field, this book … is a welcome contribution to the field. … The targeted audience includes individuals with a background in computer programming, numerical analysis, statistics, and medical imaging analysis. … Each chapter ends with timely and relevant citations of the scientific literature.” (Michael Joel Schrift, Doody’s Book Reviews, March, 2014)

Table of contents (6 chapters)

  • MRI Perfusion-Weighted Imaging Analysis

    Li, Xingfeng

    Pages 1-37

  • First-Level fMRI Data Analysis for Activation Detection

    Li, Xingfeng

    Pages 39-71

  • Second-Level fMRI Data Analysis Using Mixed Model

    Li, Xingfeng

    Pages 73-111

  • fMRI Effective Connectivity Study

    Li, Xingfeng

    Pages 113-141

  • Diffusion-Weighted Imaging Analysis

    Li, Xingfeng

    Pages 143-177

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-94-007-7302-8
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-94-007-7301-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • Customers within the U.S. and Canada please contact Customer Service at 1-800-777-4643, Latin America please contact us at +1-212-460-1500 (Weekdays 8:30am – 5:30pm ET) to place your order.
  • Due: October 13, 2016
  • ISBN 978-94-024-0249-0
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Functional Magnetic Resonance Imaging Processing
Authors
Copyright
2014
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media Dordrecht
Distribution Rights
Distribution rights for India: Delhi Book Store, New Delhi, India
eBook ISBN
978-94-007-7302-8
DOI
10.1007/978-94-007-7302-8
Hardcover ISBN
978-94-007-7301-1
Softcover ISBN
978-94-024-0249-0
Edition Number
1
Number of Pages
XIII, 221
Number of Illustrations and Tables
14 b/w illustrations, 58 illustrations in colour
Topics