000 05255nam a22006615i 4500
001 978-3-030-87615-9
003 DE-He213
005 20240730175755.0
007 cr nn 008mamaa
008 210921s2021 sz | s |||| 0|eng d
020 _a9783030876159
_9978-3-030-87615-9
024 7 _a10.1007/978-3-030-87615-9
_2doi
050 4 _aTA1501-1820
050 4 _aTA1634
072 7 _aUYT
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYT
_2thema
082 0 4 _a006
_223
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.
_94145
650 0 _aComputer vision.
_9117817
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aMathematical statistics.
_99597
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aComputer Engineering and Networks.
_9117818
650 2 4 _aProbability and Statistics in Computer Science.
_931857
700 1 _aCetin-Karayumak, Suheyla.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117819
700 1 _aChristiaens, Daan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117820
700 1 _aFigini, Matteo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117821
700 1 _aGuevara, Pamela.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117822
700 1 _aGyori, Noemi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117823
700 1 _aNath, Vishwesh.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117824
700 1 _aPieciak, Tomasz.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9117825
710 2 _aSpringerLink (Online service)
_9117826
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
_9117827
856 4 0 _uhttps://doi.org/10.1007/978-3-030-87615-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c90047
_d90047