Computational Diffusion MRI: 13th International Workshop, Cdmri 2022, Held in Conjunction with Miccai 2022, Singapore, Singapore, September 22, 2022,

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.

• Format: Paperback
• Language: English
• ISBN: 3031212053
• ISBN13: 9783031212055
• Release Date: November 2022
• Publisher: Springer
• Length: 149 Pages
• Weight: 0.51 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"