LEADER 04986nam 22007335 450 001 996585471603316 005 20240206060141.0 010 $a3-031-47292-6 024 7 $a10.1007/978-3-031-47292-3 035 $a(CKB)30313960200041 035 $a(MiAaPQ)EBC31131999 035 $a(Au-PeEL)EBL31131999 035 $a(DE-He213)978-3-031-47292-3 035 $a(EXLCZ)9930313960200041 100 $a20240206d2023 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Diffusion MRI$b[electronic resource] $e14th International Workshop, CDMRI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /$fedited by Muge Karaman, Remika Mito, Elizabeth Powell, Francois Rheault, Stefan Winzeck 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (216 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14328 311 08$a9783031472916 327 $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. 330 $aThis book constitutes the proceedings of the 14th International Workshop, CDMRI 2023, held in conjunction with MICCAI 2023, the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention. The conference took place in Vancouver, BC, Canada, on October 8, 2023. The 17regular papers presented in this book were carefully reviewed and selected from 19 submissions. These contributions cover various aspects, including preprocessing, signal modeling, tractography, bundle segmentation, and clinical applications. Many of these studies employ novel machine learning implementations, highlighting the evolving landscape of techniques beyond the more traditional physics-based algorithms. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14328 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial intelligence 606 $aEducation$xData processing 606 $aSocial sciences$xData processing 606 $aComputer science$xMathematics 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aArtificial Intelligence 606 $aComputers and Education 606 $aComputer Application in Social and Behavioral Sciences 606 $aMathematics of Computing 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aArtificial intelligence. 615 0$aEducation$xData processing. 615 0$aSocial sciences$xData processing. 615 0$aComputer science$xMathematics. 615 14$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aArtificial Intelligence. 615 24$aComputers and Education. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aMathematics of Computing. 676 $a006 700 $aKaraman$b Muge$01631615 701 $aMito$b Remika$01631616 701 $aPowell$b Elizabeth$01017548 701 $aRheault$b Francois$01631617 701 $aWinzeck$b Stefan$01631618 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996585471603316 996 $aComputational Diffusion MRI$93970431 997 $aUNISA