TY  - BOOK
AU  - Cetin-Karayumak,Suheyla
AU  - Christiaens,Daan
AU  - Figini,Matteo
AU  - Guevara,Pamela
AU  - Pieciak,Tomasz
AU  - Powell,Elizabeth
AU  - Rheault,Francois
TI  - Computational Diffusion MRI: 13th International Workshop, CDMRI 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings 
T2  - Lecture Notes in Computer Science,
SN  - 9783031212062
U1  - 006 23
PY  - 2022///
CY  - Cham
PB  - Springer Nature Switzerland, Imprint: Springer
KW  - Image processing-Digital techniques
KW  - Computer vision
KW  - Artificial intelligence
KW  - Education-Data processing
KW  - Social sciences-Data processing
KW  - Computer science-Mathematics
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Artificial Intelligence
KW  - Computers and Education
KW  - Computer Application in Social and Behavioral Sciences
KW  - Mathematics of Computing
N1  - Data preprocessing -- Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders -- Super-resolution of manifold-valued diffusion MRI refined by multi-modal imaging -- Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study -- Correction of susceptibility distortion in EPI: a semi-supervised approach with deep learning -- The impact of susceptibility distortion correction protocols on adolescent diffusion MRI measures -- Signal representations -- Diffusion MRI Fibre Orientation Distribution Inpainting -- Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning -- Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting -- How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? -- Tractography and WM pathways -- DC2U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net -- Clustering in Tractography using Autoencoders (CINTA) -- Tractometric Coherence of Fiber Bundles in DTI
N2  - This book constitutes the proceedings of the International Workshop on Computational Diffusion MRI, CDMRI 2022, which was held 22 September 2022, in conjunction with MICCAI 2022. The 12 full papers included were carefully reviewed and selected for inclusion in the book. The papers were organized in topical sections as follows: Data processing, Signal representations, Tractography and WM pathways
UR  - https://doi.org/10.1007/978-3-031-21206-2
ER  -