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  1. A. Proof of Thm. 4.34

    Abstract not available
    Chapter
  2. Index

    Abstract not available
    Chapter
  3. References

    Abstract not available
    Chapter
  4. Computational Diffusion MRI International MICCAI Workshop, Lima, Peru, October 2020

    This book gathers papers presented at the Workshop on Computational Diffusion MRI, CDMRI 2020, held under the auspices of the International...
    Noemi Gyori, Jana Hutter, ... Fan Zhang in Mathematics and Visualization
    Conference proceedings 2021
  5. Classifying Sleep States Using Persistent Homology and Markov Chains: A Pilot Study

    Obstructive sleep Apnea (OSA) is a form of sleep disordered breathing characterized by frequent episodes of upper airway collapse during sleep....
    Sarah Tymochko, Kritika Singhal, Giseon Heo in Advances in Data Science
    Chapter 2021
  6. On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition

    There is currently an unprecedented demand for large-scale temporal data analysis due to the explosive growth of data. Dynamic topic modeling has...
    Miju Ahn, Nicole Eikmeier, ... Chuntian Wang in Advances in Data Science
    Chapter 2021
  7. Two-Step Blind Deconvolution of UPC-A Barcode Images

    Barcodes are widely used in supermarkets and tracking systems. One noticeable difficulty in barcode recognition is caused by blurring artifacts. For...
    Bohyun Kim, Yifei Lou in Advances in Data Science
    Chapter 2021
  8. Q-Space Quantitative Diffusion MRI Measures Using a Stretched-Exponential Representation

    Diffusion magnetic resonance imaging (dMRI) is a relatively modern technique used to study tissue microstructure in a non-invasive way. Non-Gaussian...
    Tomasz Pieciak, Maryam Afzali, ... Derek K. Jones in Computational Diffusion MRI
    Conference paper 2021
  9. Stick Stippling for Joint 3D Visualization of Diffusion MRI Fiber Orientations and Density

    We investigate a stick stippling approach for glyph-based visualization of neural fiber architecture derived from diffusion magnetic resonance...
    Ryan P. Cabeen, David H. Laidlaw, Arthur W. Toga in Computational Diffusion MRI
    Conference paper 2021
  10. Towards Learned Optimal q-Space Sampling in Diffusion MRI

    Fiber tractography is an important tool of computational neuroscience that enables reconstructing the spatial connectivity and organization of white...
    Tomer Weiss, Sanketh Vedula, ... Alex Bronstein in Computational Diffusion MRI
    Conference paper 2021
  11. Automatic Segmentation of Dentate Nuclei for Microstructure Assessment: Example of Application to Temporal Lobe Epilepsy Patients

    Dentate nuclei (DNs) segmentation is helpful for assessing their potential involvement in neurological diseases. Once DNs have been segmented, it...
    Marta Gaviraghi, Giovanni Savini, ... Claudia A. M. Gandini Wheeler-Kingshott in Computational Diffusion MRI
    Conference paper 2021
  12. Beyond Lesion-Load: Tractometry-Based Metrics for Characterizing White Matter Lesions within Fibre Pathways

    In multiple sclerosis studies, lesion volume (or lesion load) derived from conventional T2 imaging correlates modestly with clinical assessment....
    Maxime Chamberland, Mia Winter, ... Emma C. Tallantyre in Computational Diffusion MRI
    Conference paper 2021
  13. Real-Time Algorithms for Visualizing and Processing Seismic and Reservoir Data

    In this chapter, we present research that deals with the rendering and processing of seismic volumes and unstructured reservoir grids. We focus on...
    Daniel Patel, Thomas Höllt, Markus Hadwiger in Interactive Data Processing and 3D Visualization of the Solid Earth
    Chapter 2021
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