A technical review of canonical correlation analysis for neuroscience applications

X Zhuang, Z Yang, D Cordes - Human brain map**, 2020 - Wiley Online Library
Collecting comprehensive data sets of the same subject has become a standard in
neuroscience research and uncovering multivariate relationships among collected data sets …

[HTML][HTML] The role of dopamine in the brain-lessons learned from Parkinson's disease

D Meder, DM Herz, JB Rowe, S Lehéricy, HR Siebner - Neuroimage, 2019 - Elsevier
Parkinson's disease causes a characteristic combination of motor symptoms due to
progressive neurodegeneration of dopaminergic neurons in the substantia nigra pars …

Automated methods for diagnosis of Parkinson's disease and predicting severity level

Z Ayaz, S Naz, NH Khan, I Razzak, M Imran - Neural Computing and …, 2023 - Springer
The recent advancements in information technology and bioinformatics have led to
exceptional contributions in medical sciences. Extensive developments have been recorded …

Resting state dynamic functional connectivity in neurodegenerative conditions: a review of magnetic resonance imaging findings

M Filippi, EG Spinelli, C Cividini, F Agosta - Frontiers in neuroscience, 2019 - frontiersin.org
In the last few decades, brain functional connectivity (FC) has been extensively assessed
using resting-state functional magnetic resonance imaging (RS-fMRI), which is able to …

[HTML][HTML] TbCAPs: A toolbox for co-activation pattern analysis

TAW Bolton, C Tuleasca, D Wotruba, G Rey, H Dhanis… - Neuroimage, 2020 - Elsevier
Functional magnetic resonance imaging provides rich spatio-temporal data of human brain
activity during task and rest. Many recent efforts have focussed on characterising dynamics …

Altered resting-state functional connectivity and dynamic network properties in cognitive impairment: an independent component and dominant-coactivation pattern …

M Bergamino, A Burke, MN Sabbagh… - Frontiers in Aging …, 2024 - frontiersin.org
Introduction Cognitive impairment (CI) due to Alzheimer's disease (AD) encompasses a
decline in cognitive abilities and can significantly impact an individual's quality of life. Early …

Brain imaging of locomotion in neurological conditions

G Allali, HM Blumen, H Devanne, E Pirondini… - Neurophysiologie …, 2018 - Elsevier
Impaired locomotion is a frequent and major source of disability in patients with neurological
conditions. Different neuroimaging methods have been used to understand the brain …

Unique white matter structural connectivity in early-stage drug-naive Parkinson disease

VR Mishra, KR Sreenivasan, Z Yang, X Zhuang… - Neurology, 2020 - neurology.org
Objective To investigate the topographic arrangement and strength of whole-brain white
matter (WM) structural connectivity in patients with early-stage drug-naive Parkinson disease …

On the variability of dynamic functional connectivity assessment methods

M Torabi, GD Mitsis, JB Poline - GigaScience, 2024 - academic.oup.com
Background Dynamic functional connectivity (dFC) has become an important measure for
understanding brain function and as a potential biomarker. However, various methodologies …

[HTML][HTML] Time-resolved effective connectivity in task fMRI: Psychophysiological interactions of Co-Activation patterns

LGA Freitas, TAW Bolton, BE Krikler, D Jochaut… - Neuroimage, 2020 - Elsevier
Investigating context-dependent modulations of Functional Connectivity (FC) with functional
magnetic resonance imaging is crucial to reveal the neurological underpinnings of cognitive …