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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
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: | Gebunden |
ISBN-13: | 9780128188941 |
ISBN-10: | 0128188944 |
Sprache: | Englisch |
Einband: | Gebunden |
Redaktion: |
Leemans, Alexander
Dell'Acqua, Flavio Descoteaux, Maxime |
Hersteller: | Elsevier Science Publishing Co Inc |
Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Maße: | 282 x 220 x 46 mm |
Von/Mit: | Alexander Leemans (u. a.) |
Erscheinungsdatum: | 10.12.2024 |
Gewicht: | 1,986 kg |
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
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Buch |
Inhalt: | Gebunden |
ISBN-13: | 9780128188941 |
ISBN-10: | 0128188944 |
Sprache: | Englisch |
Einband: | Gebunden |
Redaktion: |
Leemans, Alexander
Dell'Acqua, Flavio Descoteaux, Maxime |
Hersteller: | Elsevier Science Publishing Co Inc |
Verantwortliche Person für die EU: | Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
Maße: | 282 x 220 x 46 mm |
Von/Mit: | Alexander Leemans (u. a.) |
Erscheinungsdatum: | 10.12.2024 |
Gewicht: | 1,986 kg |