{"product_id":"9780262045049","title":"Elements of Functional Magnetic Resonance Imaging","description":"By: Tor Wager, Martin A. Lindquist     \u003chr\u003e\u003cb\u003eA comprehensive, accessible treatment of fMRI neuroimaging, covering conceptual foundations, technical details, and contemporary applications.\u003c\/b\u003e\u003cbr\u003e\u003cbr\u003eThe 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.\u003cbr\u003e\u003cbr\u003e\u003cul\u003e\n\u003cli\u003eGives readers the conceptual tools to evaluate neuroimaging findings\u003c\/li\u003e\n\u003cli\u003eDetails standard statistical methods, advanced analytic techniques, and cutting-edge methods using machine learning and AI\u003c\/li\u003e\n\u003cli\u003eCovers fundamental topics in physics, data acquisition, and experimental design\u003c\/li\u003e\n\u003cli\u003eHas applications in psychology, neuroscience, economics, medicine, statistics, engineering, law, political science, journalism, and marketing\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"The MIT Press","offers":[{"title":"US - Paperback \/ softback","offer_id":49022879498467,"sku":"DTRMTUS-9780262045049","price":1400.0,"currency_code":"HKD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1778\/4925\/files\/9780262045049.jpg?v=1779941580","url":"https:\/\/buybookbook.com\/products\/9780262045049","provider":"買書書 BuyBookBook","version":"1.0","type":"link"}