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Computational diffusion MRI13th International Workshop, CDMRI 2022, held in conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational diffusion MRIedited by Suheyla Cetin-Karayumak ... [et al.].
其他題名:	13th International Workshop, CDMRI 2022, held in conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022 : proceedings /
其他題名:	CDMRI 2022
其他作者:	Cetin-Karayumak, Suheyla.
團體作者:
出版者:	Cham :Springer Nature Switzerland :2022.
面頁冊數:	x, 149 p. :ill. (some color), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Diffusion magnetic resonance imagingCongresses.
電子資源:	https://doi.org/10.1007/978-3-031-21206-2
ISBN:	9783031212062$q(electronic bk.)

Computational diffusion MRI13th International Workshop, CDMRI 2022, held in conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022 : proceedings /
Computational diffusion MRI13th International Workshop, CDMRI 2022, held in conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022 : proceedings /[electronic resource] :CDMRI 2022edited by Suheyla Cetin-Karayumak ... [et al.]. - Cham :Springer Nature Switzerland :2022. - x, 149 p. :ill. (some color), digital ;24 cm. - Lecture notes in computer science,137220302-9743 ;. - Lecture notes in computer science ;4891..

Data preprocessing -- Slice estimation in diffusion MRI of neonatal and fetal brains in image and spherical harmonics domains using autoencoders -- Super-resolution of manifold-valued diffusion MRI refined by multi-modal imaging -- Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study -- Correction of susceptibility distortion in EPI: a semi-supervised approach with deep learning -- The impact of susceptibility distortion correction protocols on adolescent diffusion MRI measures -- Signal representations -- Diffusion MRI Fibre Orientation Distribution Inpainting -- Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning -- Stepwise Stochastic Dictionary Adaptation Improves Microstructure Reconstruction with Orientation Distribution Function Fingerprinting -- How can spherical CNNs benefit ML-based diffusion MRI parameter estimation? -- Tractography and WM pathways -- DC2U-Net: Tract Segmentation in Brain White Matter Using Dense Criss-Cross U-Net -- Clustering in Tractography using Autoencoders (CINTA) -- Tractometric Coherence of Fiber Bundles in DTI.

This book constitutes the proceedings of the International Workshop on Computational Diffusion MRI, CDMRI 2022, which was held 22 September 2022, in conjunction with MICCAI 2022. The 12 full papers included were carefully reviewed and selected for inclusion in the book. The papers were organized in topical sections as follows: Data processing, Signal representations, Tractography and WM pathways.

ISBN: 9783031212062$q(electronic bk.)

Standard No.: 10.1007/978-3-031-21206-2doiSubjects--Topical Terms:

745052
Diffusion magnetic resonance imaging
--Congresses.

LC Class. No.: RC78.7.N83 / C36 2022

Dewey Class. No.: 616.07548

Computational diffusion MRI13th International Workshop, CDMRI 2022, held in conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022 : proceedings /
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