Computational Diffusion MRI

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

AvSuheyla Cetin-Karayumak,Daan Christiaens

Häftad, Engelska, 2021

Del 13006 i serien Lecture Notes in Computer Science

591 kr

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Beskrivning

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

Utgivningsdatum:2021-09-27
Mått:155 x 235 x 11 mm
Vikt:289 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:172
Förlag:Springer Nature Switzerland AG
ISBN:9783030876142

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Matematisk statistik inom Naturvetenskap och teknik
Hårdvara inom Data och IT

Innehållsförteckning

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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