Functional Magnetic Resonance Imaging Processing (PDF)
(Sprache: Englisch)
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...
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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 MRI 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.
Autoren-Porträt von Xingfeng Li
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.
Bibliographische Angaben
- Autor: Xingfeng Li
- 2013, 2014, 221 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 9400773021
- ISBN-13: 9789400773028
- Erscheinungsdatum: 14.09.2013
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- Größe: 6.48 MB
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Englisch
Pressezitat
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)
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