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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 …
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
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 …
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
The diagnostic performance of a combined architecture on Parkinson's disease using
diffusion tensor imaging was evaluated. A convolutional neural network was trained from …
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
Several studies have already assessed brain network variations in multiple sclerosis (MS)
patients and healthy controls (HCs). The underlying neural system's functioning is …
patients and healthy controls (HCs). The underlying neural system's functioning is …
Brain functional network abnormalities in Parkinson's disease with mild cognitive impairment
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 …
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
While previous structural-covariance studies have an advanced understanding of brain
alterations in Parkinson's disease (PD), brain–behavior relationships have not been …
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
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 …
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
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 …
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 …
neurons within the basal ganglia circuit and progressive atrophy in subcortical and cortical …
Brain connectivity for subtypes of parkinson's disease using structural MRI
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 …
Most studies use clinical symptoms to label PD subtypes while our work uses an imaging …