000 05162nam a22006615i 4500
001 978-3-031-47292-3
003 DE-He213
005 20240730203953.0
007 cr nn 008mamaa
008 240206s2023 sz | s |||| 0|eng d
020 _a9783031472923
_9978-3-031-47292-3
024 7 _a10.1007/978-3-031-47292-3
_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] :
_b14th International Workshop, CDMRI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /
_cedited by Muge Karaman, Remika Mito, Elizabeth Powell, Francois Rheault, Stefan Winzeck.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aX, 206 p. 101 illus., 93 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 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14328
505 0 _aNeural Spherical Harmonics for structurally coherent continuous representation of diffusion MRI signal -- A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-weighted MRI -- Diffusionphantomstudyof fiber crossings at varied angles reconstructed with ODF-Fingerprinting -- Improving Multi-Tensor Fitting with Global Information from Track Orientation Density Imaging -- BundleSeg: A versatile, reliable and reproducible approach to white matter bundle segmentation -- Automated Mapping of Residual Distortion Severity in Diffusion MRI -- Automatic fast and reliable recognition of a small brain white matter bundle -- Self Supervised Denoising Diffusion Probabilistic Models for Abdominal DW-MRI -- Voxlines: Streamline Transparency through Voxelization and View-Dependent Line Orders -- Subnet Communicability: Diffusive Communication Across the Brain Through a Backbone Subnetwork -- Fast Acquisition for Diffusion Tensor Tractography -- FASSt : Filtering via Symmetric Autoencoder for Spherical Superficial White Matter Tractography -- Anisotropic Fanning Aware Low-Rank Tensor Approximation Based Tractography -- BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data -- A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data -- ReTrace: Topological evaluation of white matter tractography algorithms using Reeb graphs -- Advanced diffusion MRI modeling sheds light on FLAIR white matter hyperintensities in an aging cohort.
520 _aThis book constitutes the proceedings of the 14th International Workshop, CDMRI 2023, held in conjunction with MICCAI 2023, the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention. The conference took place in Vancouver, BC, Canada, on October 8, 2023. The 17regular papers presented in this book were carefully reviewed and selected from 19 submissions. These contributions cover various aspects, including preprocessing, signal modeling, tractography, bundle segmentation, and clinical applications. Many of these studies employ novel machine learning implementations, highlighting the evolving landscape of techniques beyond the more traditional physics-based algorithms.
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9177794
650 0 _aArtificial intelligence.
_93407
650 0 _aEducation
_xData processing.
_982607
650 0 _aSocial sciences
_xData processing.
_983360
650 0 _aComputer science
_xMathematics.
_93866
650 1 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
650 2 4 _aMathematics of Computing.
_931875
700 1 _aKaraman, Muge.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177795
700 1 _aMito, Remika.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177796
700 1 _aPowell, Elizabeth.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177797
700 1 _aRheault, Francois.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177798
700 1 _aWinzeck, Stefan.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9177799
710 2 _aSpringerLink (Online service)
_9177800
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031472916
776 0 8 _iPrinted edition:
_z9783031472930
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14328
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-47292-3
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c97669
_d97669