Use of magnetic resonance imaging and artificial intelligence in studies of diagnosis of Parkinson's disease

J Xu, M Zhang - ACS chemical neuroscience, 2019 - ACS Publications
Parkinson's disease (PD) is a common neurodegenerative disorder. It has a delitescent
onset and a slow progress. The clinical manifestations of PD in patients are highly …

[HTML][HTML] Subgrou** and structural brain connectivity of Parkinson's disease–past studies and future directions

T Samantaray, J Saini, CN Gupta - Neuroscience Informatics, 2022 - Elsevier
Parkinson's disease (PD) is a heterogeneous neurodegenerative disorder associated with
several motor and non-motor dysfunctions. The wide variety of clinical features often leads to …

Deep learning based diagnosis of Parkinson's Disease using diffusion magnetic resonance imaging

H Zhao, CC Tsai, M Zhou, Y Liu, YL Chen… - Brain imaging and …, 2022 - Springer
The diagnostic performance of a combined architecture on Parkinson's disease using
diffusion tensor imaging was evaluated. A convolutional neural network was trained from …

Granger causality analysis in combination with directed network measures for classification of MS patients and healthy controls using task-related fMRI

F Azarmi, SNM Ashtiani, A Shalbaf, H Behnam… - Computers in biology …, 2019 - Elsevier
Several studies have already assessed brain network variations in multiple sclerosis (MS)
patients and healthy controls (HCs). The underlying neural system's functioning is …

Brain functional network abnormalities in Parkinson's disease with mild cognitive impairment

X Suo, D Lei, N Li, J Peng, C Chen, W Li, K Qin… - Cerebral …, 2022 - academic.oup.com
Mild cognitive impairment in Parkinson's disease (PD-M) is related to a high risk of
dementia. This study explored the whole-brain functional networks in early-stage PD-M …

Disrupted morphological grey matter networks in early-stage Parkinson's disease

X Suo, D Lei, N Li, W Li, GJ Kemp, JA Sweeney… - Brain Structure and …, 2021 - Springer
While previous structural-covariance studies have an advanced understanding of brain
alterations in Parkinson's disease (PD), brain–behavior relationships have not been …

Iron-related nigral degeneration influences functional topology mediated by striatal dysfunction in Parkinson's disease

X Guan, Y Zhang, H Wei, T Guo, Q Zeng, C Zhou… - Neurobiology of …, 2019 - Elsevier
In Parkinson's disease (PD), iron accumulation in the substantia nigra (SN) exacerbates
oxidative stress and α-synuclein aggregation, leading to neuronal death. However, the …

Global and regional connectivity analysis of resting-state function MRI brain images using graph theory in Parkinson's disease

R Prajapati, IA Emerson - International Journal of Neuroscience, 2021 - Taylor & Francis
Objectives Parkinson's disease (PD) is the second most common neurodegenerative
disorder which resists around 10 million people worldwide. It develops when nerve cells in a …

Impaired topological properties of cortical morphological brain networks correlate with motor symptoms in Parkinson's disease

S Yan, J Lu, Y Li, T Tian, Y Zhou, H Zhu, Y Qin… - Journal of …, 2024 - Elsevier
Background Parkinson's disease (PD) is characterized by loss of selectively vulnerable
neurons within the basal ganglia circuit and progressive atrophy in subcortical and cortical …

Brain connectivity for subtypes of parkinson's disease using structural MRI

T Samantaray, J Saini, PK Pal… - Biomedical Physics & …, 2024 - iopscience.iop.org
Objective. Delineating Parkinson's disease (PD) into distinct subtypes is a major challenge.
Most studies use clinical symptoms to label PD subtypes while our work uses an imaging …