Magnetic resonance image reconstruction. ([2022])

• Record Type: Book
• Other Titles: Magnetic resonance image reconstruction
• Further Information: Note: [edited by] Mariya Ivanova Doneva, Mehmet Akcakaya, Claudia Prieto.
• Editors: Doneva, Mariya Ivanova; Akcakaya, Mehmet; Prieto Vásquez, Claudia
• Contents: PART 1 Basics of MRI Reconstruction 1. Brief introduction to MRI physics 2. MRI reconstruction as an inverse problem 3. Optimization algorithms for MR reconstruction 4. Non-Cartesian MRI reconstruction 5. “Early” constrained reconstruction methods PART 2 Reconstruction of undersampled MRI data 6. Parallel imaging 7. Simultaneous multislice reconstruction 8. Sparse reconstruction 9. Low-rank matrix and tensor–based reconstruction 10. Dictionary, structured low-rank, and manifold learning-based reconstruction 11. Machine learning for MRI reconstruction PART 3 Reconstruction methods for nonlinear forward models in MRI 12. Imaging in the presence of magnetic field inhomogeneities 13. Motion-corrected reconstruction 14. Chemical shift encoding-based water-fat separation 15. Model-based parametric mapping reconstruction 16. Quantitative susceptibility-mapping reconstruction APPENDIX A Linear algebra primer
• Publisher Details: London : Academic Press, an imprint of Elsevier
• Publication Date: 2022
• Copyright Date: 2022
• Extent: 1 online resource
• Subjects: 538/.36; Magnetic resonance imaging; Image reconstruction; Image reconstruction; Magnetic resonance imaging
• Languages: English
• ISBNs: 9780128227466
• Related ISBNs: 012822746X; 9780128227268
• Notes: Note: Includes bibliographical references and index.; Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.