Elements of Functional Magnetic Resonance Imaging (Paperback)
Language: English
Published by MIT Press Ltd, 2026
- Softcover
- New
Seller: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller
AbeBooks seller since June 22, 2007
Condition: New
£ 232.03
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Add to basketItem description from seller
Paperback. A comprehensive, accessible treatment of fMRI neuroimaging, covering conceptual foundations, technical details, and contemporary applications.The growing prevalence of neuroimaging, particularly fMRI, poses a challenge. As an inherently technical enterprise, it requires a synthesis of biological, computational, statistical, and psychological expertise that spans many fields. Providing a much-needed comprehensive treatment of the subject designed for practitioners working with neuroimaging data as well as non-specialists, this textbook introduces the fundamentals of how fMRI works and the principles that underlie it. Tor Wager and Martin Lindquist begin with a broad conceptual overview of what neuroimaging can and cannot say about the mind and behavior before moving to in-depth coverage of technical and mathematical detail. Topics include MRI physics and data acquisition, physiology, experimental design, preprocessing, general linear models, effect sizes and power, brain connectivity, multivariate statistical models, graph theory and network analysis, causal models and directed connectivity, predictive models and biomarkers, and machine learning and deep learning applications of artificial intelligence.Gives readers the conceptual tools to evaluate neuroimaging findingsDetails standard statistical methods, advanced analytic techniques, and cutting-edge methods using machine learning and AICovers fundamental topics in physics, data acquisition, and experimental designHas applications in psychology, neuroscience, economics, medicine, statistics, engineering, law, political science, journalism, and marketing Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…
Seller Inventory # 9780262045049
- Title
- Elements of Functional Magnetic Resonance Imaging (Paperback)
- Author
- Tor Wager
- Publisher
- MIT Press Ltd
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 0262045044
- ISBN 13
- 9780262045049
The growing prevalence of neuroimaging, particularly fMRI, poses a challenge. As an inherently technical enterprise, it requires a synthesis of biological, computational, statistical, and psychological expertise that spans many fields. Providing a much-needed comprehensive treatment of the subject designed for practitioners working with neuroimaging data as well as non-specialists, this textbook introduces the fundamentals of how fMRI works and the principles that underlie it. Tor Wager and Martin Lindquist begin with a broad conceptual overview of what neuroimaging can and cannot say about the mind and behavior before moving to in-depth coverage of technical and mathematical detail. Topics include MRI physics and data acquisition, physiology, experimental design, preprocessing, general linear models, effect sizes and power, brain connectivity, multivariate statistical models, graph theory and network analysis, causal models and directed connectivity, predictive models and biomarkers, and machine learning and deep learning applications of artificial intelligence.
- Gives readers the conceptual tools to evaluate neuroimaging findings
- Details standard statistical methods, advanced analytic techniques, and cutting-edge methods using machine learning and AI
- Covers fundamental topics in physics, data acquisition, and experimental design
- Has applications in psychology, neuroscience, economics, medicine, statistics, engineering, law, political science, journalism, and marketing
"Synopsis" may belong to another edition of this title.
About the Author
Martin A. Lindquist is Professor of Biostatistics at Johns Hopkins University and a recipient of the Organization for Human Brain Mapping's Education in Neuroimaging Award for teaching statistical issues to the neuroimaging community and the development of online classes that have taught fMRI methods to more than 100,000 students worldwide.
"About the title" may belong to another edition of this title.
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