{"product_id":"9783031212055","title":"Computational Diffusion MRI : 13th International Workshop, CDMRI 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings (Lecture Notes in Computer Science 13722) (1st ed. 2022. 2022. x, 149 S. X, 149 p. 56 illus.","description":"\u003cp\u003eThis 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. \u003c\/p\u003e\u003cp\u003eThe 12 full papers included were carefully reviewed and selected for inclusion in the book. \u003c\/p\u003e\u003cp\u003eThe papers were organized in topical sections as follows: Data processing, Signal representations, Tractography and WM pathways.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eData preprocessing.- \u003c\/b\u003eSlice 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.- \u003cb\u003eSignal representations.- \u003c\/b\u003eDiffusion 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?.- \u003cb\u003eTractography and WM pathways.- \u003c\/b\u003eDC2U-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.\u003c\/p\u003e","brand":"SPRINGER, BERLIN; SPRINGER NATURE SWITZERLAND; SPRING","offers":[{"title":"Default Title","offer_id":48841460121835,"sku":"00000_00000_00000_00000","price":109.85,"currency_code":"SGD","in_stock":true}],"url":"https:\/\/kinokuniya.com.sg\/products\/9783031212055","provider":"Books Kinokuniya Singapore","version":"1.0","type":"link"}