Abstract Introduction The Alzheimer's Disease Neuroimaging Initiative (ADNI) has continued
development and standardization of methodologies for biomarkers and has provided an …

Online analytical processing (OLAP) is a core functionality in database systems. The
performance of OLAP is crucial to make online decisions in many applications. However, it is …

With the increasing prevalence of Alzheimer's disease, research focuses on the early
computer-aided diagnosis of dementia with the goal to understand the disease process …

The analysis of signals on complex topologies modeled by graphs is a topic of increasing
importance. Decompositions play a crucial role in the representation and processing of such …

A graph based framework for fMRI brain activation mapping is presented. The approach
exploits the spectral graph wavelet transform (SGWT) for the purpose of defining an …

Patients with idiopathic fibrosis (IPF) have poor long-term survival as there are limited
diagnostic/prognostic tools or successful therapies. Remodeling of the extracellular matrix …

Alzheimer's disease (AD) is characterized by substantial neurodegeneration, including both
cortical atrophy and loss of underlying white matter fiber tracts. Understanding longitudinal …

There is significant interest, both from basic and applied research perspectives, in
understanding how structural/functional connectivity changes can explain behavioral …

In addition to the development of beta amyloid plaques and neurofibrillary tangles,
Alzheimer's disease (AD) involves the loss of connecting structures including degeneration …

We present a general framework for studying harmonic analysis of functions in the settings
of various emerging problems in the theory of diffusion geometry. The starting point of the …