Towards Ultra-high Resolution 3D Reconstruction of a Whole Rat Brain from 3D-PLI Data -- FOD-based Registration for Susceptibility Distortion Correction in Connectome Imaging -- GIFE: Efficient and Robust Group-wise Isometric Fiber Embedding -- Multi-Modal Brain Tensor Factorization: Preliminary Results with AD Patients -- Intact Connectional Morphometricity Learning Using Multi-View Morphological Brain Networks with Application to Autism Spectrum Disorder -- Neonatal Morphometric Similarity Networks Predict Atypical Brain Development Associated with Preterm Birth -- Heritability Estimation of Reliable Connectomic Features -- Topological Data Analysis of Functional MRI Connectivity in Time and Space Domains -- Riemannian Regression and Classification Models of Brain Networks Applied to Autism -- Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields -- Data-Specific Feature Selection Method Identification for Most Reproducible Connectomic Feature Discovery Fingerprinting Brain States -- Towards Effective Functional Connectome Fingerprinting -- Connectivity-Driven Brain Parcellation via Consensus Clustering -- GRAND: Unbiased Connectome Atlas of Brain Network by Groupwise Graph Shrinkage and Network Diffusion -- Structural Subnetwork Evolution Across the Lifespan: Rich-club, Feeder, Seeder.
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SUMMARY OR ABSTRACT
Text of Note
This book constitutes the refereed proceedings of the Second International Workshop on Connectomics in NeuroImaging, CNI 2018, held in conjunction with MICCAI 2018 in Granada, Spain, in September 2018. The 15 full papers presented were carefully reviewed and selected from 20 submissions. The papers deal with new advancements in network construction, analysis, and visualization techniques in connectomics and their use in clinical diagnosis and group comparison studies as well as in various neuroimaging applications.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030007553
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030007546
International Standard Book Number
9783030007560
PARALLEL TITLE PROPER
Parallel Title
CNI 2018
TOPICAL NAME USED AS SUBJECT
Brain-- Imaging, Congresses.
Brain mapping, Congresses.
Arithmetic and Logic Structures.
Artificial Intelligence.
Image Processing and Computer Vision.
Probability and Statistics in Computer Science.
Algorithms & data structures.
Artificial intelligence.
Brain-- Imaging.
Brain mapping.
Computers-- Computer Graphics.
Computers-- Intelligence (AI) & Semantics.
Computers-- Logic Design.
Computers-- Mathematical & Statistical Software.
Image processing.
Maths for computer scientists.
(SUBJECT CATEGORY (Provisional
COM004000
TJFM1
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
616
.
8/0475
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
RC386
.
6
.
B7
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Chung, Ai Wern
Munsell, Brent
Rekik, Islem
Schirmer, Markus D.
Wu, Guorong, (Researcher in medical imaging)
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
CNI (Workshop)(2nd :2018 :, Granada, Spain)
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
International Conference on Medical Image Computing and Computer-Assisted Intervention(21st :2018 :, Granada, Spain)