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Titlebook: Computational Diffusion MRI; International MICCAI Noemi Gyori,Jana Hutter,Fan Zhang Conference proceedings 2021 The Editor(s) (if applicabl

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Schlussfolgerungen und Ausblick,derations on a simple multi-tensor model of fascicle crossing. Theory and simulations confirm the intuition that linear encoding, because it maximizes B-tensor anisotropy, possesses an intrinsic advantage over all other axisymmetric B-tensors. At identical SPSI however, oblate B-tensors yield higher
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Zielvorstellungen der Entscheidungsträgerthe measures of coefficient of variability and intraclass correlation coefficients. We also introduce a new measure of inter-tract correlation, obtained by correlation of diffusion profiles between a pair of tracts of interest. We demonstrate our methods in a population of healthy individuals as wel
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Zusammenfassung der Untersuchungsergebnisse,tion results between 0.70 and 0.87 Dice depending on the tissue type. We investigate various combinations of diffusion-derived inputs and show generalization across different numbers of gradient directions. Finally, integrating our approach to provide anatomical priors for tractography pipelines, su
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Zusammenfassung der Ergebnisse und Ausblick,lity training dMRI scans are not convenient, pretraining may also allow deep learning based methods to be applied with only a small number of training samples. Motivated by these potential benefits of pretraining, in this work, we explore whether pretraining improves deep learning based tissue micro
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