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El. knyga: Computational Diffusion MRI: 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings

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Computational Diffusion MRI: 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, ProceedingsDidesnis paveikslėlis
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This book constitutes the proceedings of the International Workshop on Computational Diffusion MRI, CDMRI 2021, which was held on October 1, 2021, in conjunction with MICCAI 2021. The conference was planned to take place in Strasbourg, France, but was held virtually due to the COVID-19 pandemic.





The 13 full papers included were carefully reviewed and selected for inclusion in the book. The proceedings also contain a paper about the design and scope of the MICCAI Diffusion-Simulated Connectivity Challenge (DiSCo) which was held at CDMRI 2021.





The papers were organized in topical sections as follows: acquisition; microstructure modelling; tractography and connectivity; applications and visualization; DiSCo challenge invited contribution.
Acquisition.- On the b-value derivation for di usion-weighted
Double-Echo Steady-State (dwDESS) Magnetic Resonance Imaging.- Quantitative
evaluation of enhanced multi-plane clinical fetal diffusion MRI with a
crossing- ber phantom.- Microstructure modelling.- A microstructure model
from conventional diffusion MRI of meningiomas: impact of noise and error
minimization.- Generalised Hierarchical Bayesian Microstructure Modelling for
Diffusion MRI.- Brain Tissue Microstructure Characterization Using dMRI Based
Autoencoder Neural-Networks.- Synthesizing VERDICT maps from standard DWI
data using GANs.- Tractography and Connectivity.- A Novel Algorithm for
Region-to-Region Tractography in Diffusion Tensor Imaging.- Fast tractography
streamline search.- Alignment of Tractography Streamlines using Deformation
Transfer via Parallel Transport.- Applications and Visualisation.- Diffusion
MRI Automated Region of Interest Analysis in Standard Atlas Space versus the
Individual's Native Space.- Bundle Geodesic Convolutional Neural Network for
DWI Segmentation from Single Scan Learning.- Lesion Normalization and
Supervised Learning in Post-Traumatic Seizure Classiffication with Diffusion
MRI.- Accelerating Geometry-Based Spherical Harmonics Glyphs Rendering for
dMRI Using Modern OpenGL.- DiSCo Challenge - Invited contribution.- The
Microstructural Features of the Diffusion-Simulated Connectivity (DiSCo)
Dataset. 
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