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

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...

Full description

Bibliographic Details
Other Authors: Cetin-Karayumak, Suheyla (Editor), Christiaens, Daan (Editor), Figini, Matteo (Editor), Guevara, Pamela (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Series:Image Processing, Computer Vision, Pattern Recognition, and Graphics
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
LEADER 03875nmm a2200397 u 4500
001 EB002002568
003 EBX01000000000000001165469
005 00000000000000.0
007 cr|||||||||||||||||||||
008 211011 ||| eng
020 |a 9783030876159 
100 1 |a Cetin-Karayumak, Suheyla  |e [editor] 
245 0 0 |a Computational Diffusion MRI  |h Elektronische Ressource  |b 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings  |c edited by Suheyla Cetin-Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Noemi Gyori, Vishwesh Nath, Tomasz Pieciak 
250 |a 1st ed. 2021 
260 |a Cham  |b Springer International Publishing  |c 2021, 2021 
300 |a IX, 172 p. 72 illus., 68 illus. in color  |b online resource 
505 0 |a 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. 
653 |a Mathematical statistics 
653 |a Image processing / Digital techniques 
653 |a Computer science / Mathematics 
653 |a Computer vision 
653 |a Probability and Statistics in Computer Science 
653 |a Computer networks  
653 |a Computer Imaging, Vision, Pattern Recognition and Graphics 
653 |a Computer Engineering and Networks 
653 |a Computer engineering 
700 1 |a Christiaens, Daan  |e [editor] 
700 1 |a Figini, Matteo  |e [editor] 
700 1 |a Guevara, Pamela  |e [editor] 
041 0 7 |a eng  |2 ISO 639-2 
989 |b Springer  |a Springer eBooks 2005- 
490 0 |a Image Processing, Computer Vision, Pattern Recognition, and Graphics 
028 5 0 |a 10.1007/978-3-030-87615-9 
856 4 0 |u https://doi.org/10.1007/978-3-030-87615-9?nosfx=y  |x Verlag  |3 Volltext 
082 0 |a 006 
520 |a 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