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020			_a9783030876159 _9978-3-030-87615-9
024	7		_a10.1007/978-3-030-87615-9 _2doi
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245	1	0	_aComputational Diffusion MRI _h[electronic resource] : _b12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings / _cedited by Suheyla Cetin-Karayumak, Daan Christiaens, Matteo Figini, Pamela Guevara, Noemi Gyori, Vishwesh Nath, Tomasz Pieciak.
250			_a1st ed. 2021.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021.
300			_aIX, 172 p. 72 illus., 68 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v13006
505	0		_aAcquisition -- 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. .
520			_aThis 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.
650		0	_aImage processing _xDigital techniques.
650		0	_aComputer vision.
650		0	_aComputer engineering.
650		0	_aComputer networks .
650		0	_aComputer science _xMathematics.
650		0	_aMathematical statistics.
650	1	4	_aComputer Imaging, Vision, Pattern Recognition and Graphics.
650	2	4	_aComputer Engineering and Networks.
650	2	4	_aProbability and Statistics in Computer Science.
700	1		_aCetin-Karayumak, Suheyla. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aChristiaens, Daan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aFigini, Matteo. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aGuevara, Pamela. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aGyori, Noemi. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aNath, Vishwesh. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPieciak, Tomasz. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030876142
776	0	8	_iPrinted edition: _z9783030876166
830		0	_aImage Processing, Computer Vision, Pattern Recognition, and Graphics, _x3004-9954 ; _v13006
856	4	0	_uhttps://doi.org/10.1007/978-3-030-87615-9
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