Handbook of Diffusion MR Tractography: Imaging Methods, Biophysical Models, Algorithms and Applications
Editat de Flavio Dell'Acqua, Maxime Descoteaux, Alexander Leemansen Limba Engleză Hardback – 10 dec 2024
- Provides a unique reference covering the whole field of MRI diffusion tractography
- Includes in-depth descriptions of the latest research and current state-of-the-art of methods available in the field of diffusion tractography
- Present a step-by-step pipeline approach, from setting up MRI data acquisition to the analysis of large-scale tractography datasets
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Specificații
ISBN-13: 9780128188941
ISBN-10: 0128188944
Pagini: 750
Ilustrații: 525 illustrations (75 in full color)
Dimensiuni: 216 x 276 mm
Greutate: 2 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128188944
Pagini: 750
Ilustrații: 525 illustrations (75 in full color)
Dimensiuni: 216 x 276 mm
Greutate: 2 kg
Editura: ELSEVIER SCIENCE
Public țintă
Researchers and graduate students working in diffusion MRI Trachtography with a background in computer science, biomedical engineering, Physics and mathematics, neuroscientists and cliniciansCuprins
PART I: From Anatomy to Tractography 1. The Brain and its Pathways 2. Neurobiology of Connections 3. Past and Present of Mapping Brain Connections 4. From Brownian motion to the brain connectome: My perspective and historical view of Diffusion MRI PART II: Diffusion MRI 5. Physics of Diffusion Imaging: Fundamentals 6. Diffusion MRI acquisition for tractography: diffusion encoding 7. Diffusion MRI acquisition for tractography: Diffusion sequences 8. Diffusion MRI acquisition for tractography: Beyond the in vivo adult human brain 9. Artifacts and Diffusion MRI Processing 10. Single Shell Models: from DTI to HARDI 11. Multi-shell Models 12. From Diffusion Models to Fiber Orientations PART III: Tractography Algorithms 13. Deterministic Tractography 14. Probabilistic Tractography 15. Shortest Path Tractography 16. Global Tractography 17. Machine Learning in Tractography 18. Improving Tractography with Multimodal Integration & Anatomical Priors 19. Tractography in normal and pathological anatomy : practical considerations 20. Tractography Visualization PART IV: From Streamlines to Tracts 21. Dissecting White Matter Pathways : A Neuroanatomical Approach 22. Dissecting White Matter Pathways : Automatic Approaches 23. Methods and statistics for diffusion MRI tractometry 24. Connectivity and Connectomics 25. Tractography Validation Part 1: what needs validation, numerical simulations, and phantoms 26. Tractography Validation Part 2: The use of anatomical model systems and measures for validation 27. Tractography Validation Part 3: Lessons Learned through validation studies 28. Current challenges and opportunities for tractography PART V: Tractography Applications 29. Tractography: Applications to Neurodevelopment, Ageing and Plasticity 30. Tractography: Linking Behavior with White Matter Networks 31. Tractography as a Clinical Tool 32. Ex-vivo and Preclinical Tractography: Techniques and Applications at High Field 33. "Multicenter Studies and Harmonization: Problems, Solutions, and Open Challenges" PART VI: Appendix A. Vectors and Tensors B. Numerical Integration C. Interpolation, Splines and Smoothing D. Spherical Harmonics