Quantifying anatomical shape variations in neurological disorders

N Singh, PT Fletcher, JS Preston, RD King… - Medical image …, 2014 - Elsevier
We develop a multivariate analysis of brain anatomy to identify the relevant shape
deformation patterns and quantify the shape changes that explain corresponding variations …

Imaging-based biomarkers of cognitive performance in older adults constructed via high-dimensional pattern regression applied to MRI and PET

Y Wang, JO Goh, SM Resnick, C Davatzikos - PloS one, 2013 - journals.plos.org
In this study, we used high-dimensional pattern regression methods based on structural
(gray and white matter; GM and WM) and functional (positron emission tomography of …

[PDF][PDF] Multirezoluční výběr příznaků pro rozpoznávání v obrazech mozku z magnetické rezonance

P Dluhoš - is.muni.cz
Diplomová práce se zabývá metodami strojového učení pro automatické rozpozná vání a
počítačovou podporu diagnostiky neuropsychiatrických poruch z obrazových dat. Kromě …

[图书][B] Multi-output multi-modal parts-based regression for high dimensional data with low sample size

S Joshi - 2012 - search.proquest.com
It is generally hypothesized that there are significant differences in the structural anatomy of
the brains of normal people when compared to those who are diagnosed as psychopaths …

[图书][B] Multivariate regression of shapes via deformation momenta: Application to quantifying brain atrophy in aging and dementia

NP Singh - 2013 - search.proquest.com
An important aspect of medical research is the understanding of anatomy and its relation to
function in the human body. For instance, identifying changes in the brain associated with …

[PDF][PDF] Multirezolucˇnı vybeˇr prˇıznaku pro rozpoznavanı v obrazech mozku z magneticke rezonance

P Dluhoš - is.muni.cz
Diplomová práce se zabývá metodami strojového ucenı pro automatické rozpoznávánı a
pocıtacovou podporu diagnostiky neuropsychiatrických poruch z obrazových dat. Krome …

[PDF][PDF] Lifespan brain structural trajectories and individual differences of growth and decline

G Ziegler - 2014 - zora.uzh.ch
Intelligent behavior is not a one-dimensional phenomenon. Individual differences in human
cognitive abilities might be therefore described by a'cognitive manifold'of intercorrelated …