[图书][B] Handbook of neuroimaging data analysis
This book explores various state-of-the-art aspects behind the statistical analysis of
neuroimaging data. It examines the development of novel statistical approaches to model …
neuroimaging data. It examines the development of novel statistical approaches to model …
A multiresolution descriptor for deformable 3D shape retrieval
C Li, A Ben Hamza - The Visual Computer, 2013 - Springer
In this paper, we present a spectral graph wavelet framework for the analysis and design of
efficient shape signatures for nonrigid 3D shape retrieval. Although this work focuses …
efficient shape signatures for nonrigid 3D shape retrieval. Although this work focuses …
Influence of APOE genotype on hippocampal atrophy over time-an N= 1925 surface-based ADNI study
The apolipoprotein E (APOE) e4 genotype is a powerful risk factor for late-onset Alzheimer's
disease (AD). In the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort, we …
disease (AD). In the Alzheimer's Disease Neuroimaging Initiative (ADNI) cohort, we …
Surface fluid registration of conformal representation: Application to detect disease burden and genetic influence on hippocampus
In this paper, we develop a new automated surface registration system based on surface
conformal parameterization by holomorphic 1-forms, inverse consistent surface fluid …
conformal parameterization by holomorphic 1-forms, inverse consistent surface fluid …
Persistent homology in sparse regression and its application to brain morphometry
Sparse systems are usually parameterized by a tuning parameter that determines the
sparsity of the system. How to choose the right tuning parameter is a fundamental and …
sparsity of the system. How to choose the right tuning parameter is a fundamental and …
Genetic influence of apolipoprotein E4 genotype on hippocampal morphometry: An N = 725 surface‐based Alzheimer's disease neuroimaging initiative study
The apolipoprotein E (APOE) e4 allele is the most prevalent genetic risk factor for
Alzheimer's disease (AD). Hippocampal volumes are generally smaller in AD patients …
Alzheimer's disease (AD). Hippocampal volumes are generally smaller in AD patients …
The spectral graph wavelet transform: Fundamental theory and fast computation
DK Hammond, P Vandergheynst… - Vertex-Frequency Analysis …, 2018 - Springer
The spectral graph wavelet transform (SGWT) defines wavelet transforms appropriate for
data defined on the vertices of a weighted graph. Weighted graphs provide an extremely …
data defined on the vertices of a weighted graph. Weighted graphs provide an extremely …
A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain
We present a new mesh simplification technique developed for a statistical analysis of a
large data set distributed on a generic complex surface, topologically equivalent to a sphere …
large data set distributed on a generic complex surface, topologically equivalent to a sphere …
Association of longitudinal white matter degeneration and cerebrospinal fluid biomarkers of neurodegeneration, inflammation and Alzheimer's disease in late-middle …
AM Racine, AP Merluzzi, N Adluru, D Norton… - Brain imaging and …, 2019 - Springer
Alzheimer's disease (AD) is characterized by substantial neurodegeneration, including both
cortical atrophy and loss of underlying white matter fiber tracts. Understanding longitudinal …
cortical atrophy and loss of underlying white matter fiber tracts. Understanding longitudinal …
Shape analysis for brain structures
Advances in magnetic resonance imaging (MRI) have enabled non-invasive examination of
brain structures in unprecedented details. With increasing amount of high resolution MRI …
brain structures in unprecedented details. With increasing amount of high resolution MRI …