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Foundations of Intelligent MRI From Spin Physics to AI Models Volume II Quantitative, Multimodal, and Reconstruction
Foundations of Intelligent MRI: From Spin Physics to AI Models : Volume II: Quantitative, Multimodal, and Reconstruction Methods (Mathematics and Physics of AI-Driven MRI)English | March 27, 2026 | ASIN: B0GV444L6T | 588 pages | Epub | 1.48 MB
Foundations of Intelligent MRI: From Spin Physics to AI Models provides a rigorous mathematical bridge between the quantum mechanical foundations of nuclear magnetic resonance and modern artificial intelligence. The text transitions from fundamental concepts such as spin-1/2 systems, the Zeeman Hamiltonian, and density matrix formalism into the application of causal representation learning and robust AI for medical imaging. By unifying these disparate fields, the manuscript establishes a framework for "intelligent" reconstruction techniques that prioritize physical consistency alongside the predictive capabilities of deep learning and Bayesian inference.
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