Computational Diffusion MRI

12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings

Häftad, Engelska, 2021

Av Suheyla Cetin-Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Noemi Gyori, Vishwesh Nath, Tomasz Pieciak

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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 proceedings also contain a paper about the design and scope of the MICCAI Diffusion-Simulated Connectivity Challenge (DiSCo) which was held at CDMRI 2021.

Produktinformation

Utgivningsdatum2021-09-27
Mått155 x 235 x 11 mm
Vikt289 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor172
FörlagSpringer Nature Switzerland AG
ISBN9783030876142

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Matematisk statistik inom Naturvetenskap och teknik
Systemvetenskap och AI inom Data och it
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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.