04986nam 22007335 450 99658547160331620240206060141.03-031-47292-610.1007/978-3-031-47292-3(CKB)30313960200041(MiAaPQ)EBC31131999(Au-PeEL)EBL31131999(DE-He213)978-3-031-47292-3(EXLCZ)993031396020004120240206d2023 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierComputational Diffusion MRI[electronic resource] 14th International Workshop, CDMRI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings /edited by Muge Karaman, Remika Mito, Elizabeth Powell, Francois Rheault, Stefan Winzeck1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (216 pages)Lecture Notes in Computer Science,1611-3349 ;143289783031472916 Neural 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.This 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.Lecture Notes in Computer Science,1611-3349 ;14328Image processingDigital techniquesComputer visionArtificial intelligenceEducationData processingSocial sciencesData processingComputer scienceMathematicsComputer Imaging, Vision, Pattern Recognition and GraphicsArtificial IntelligenceComputers and EducationComputer Application in Social and Behavioral SciencesMathematics of ComputingImage processingDigital techniques.Computer vision.Artificial intelligence.EducationData processing.Social sciencesData processing.Computer scienceMathematics.Computer Imaging, Vision, Pattern Recognition and Graphics.Artificial Intelligence.Computers and Education.Computer Application in Social and Behavioral Sciences.Mathematics of Computing.006Karaman Muge1631615Mito Remika1631616Powell Elizabeth1017548Rheault Francois1631617Winzeck Stefan1631618MiAaPQMiAaPQMiAaPQBOOK996585471603316Computational Diffusion MRI3970431UNISA