Automated classification of neurodegenerative parkinsonian syndromes using multimodal magnetic resonance imaging in a clinical setting
Objective: To evaluate the accuracy for the categorization of parkinsonian syndromes of a machine learning algorithm trained with a research cohort and tested on an…Tau Neuropathology Associates with In Vivo Patterns of Neurodegeneration in Lewy Body Disorders
Objective: Investigate the impact of Alzheimer’s disease (AD) co-pathology on an in vivo structural measure of neurodegeneration in Lewy Body disorders (LBD: Parkinson’s Disease and…Impaired Structural Connectivity in Parkinson’s Disease and its Neuropsychological Correlates
Objective: The aim of this study was to detect disrupted structural connectivity in Parkinson's disease (PD) patients classified according to their cognitive status, with and…Association Between Ventricle/Brain Volumes and Mobility Metrics in Parkinson’s Disease
Objective: To investigate the relationship between brain ventricular and gray matter volumes and objective balance and gait metrics in people with Parkinson’s disease (PD). Background:…Morphology and Signal Changes of the Lentiform Nucleus Based on Susceptibility Weighted Imaging in Parkinsonism predominant Multiple System Atrophy
Objective: This present case-control study was aimed to investigate both morphological and signal intensity changes in susceptibility weighted imaging(SWI) of the Lentiform Nucleus (LN) for…Convolutional neural network for discriminating between Multiple System Atrophy and Healthy Control, comparing MRI modalities and highlighting the disease signature
Objective: To develop a neural network architecture based on multimodal MRI brain imaging to discriminate between multiple system atrophy (MSA) and healthy controls (HC), and…Elevated nigral iron is associated with low plasma serotonin in Parkinson’s disease
Objective: The objective of this work was to determine whether plasma serotonin levels in Parkinson’s disease (PD) are related to iron levels in the brain,…Application of substantia nigra feature extraction in the progression of Parkinson’s disease based on magnitude image of susceptibility weighted imaging
Objective: This present study was aimed to investigate the potential value of the substantia nigra (SN) radiomic feature for the prediction of PD progression. Background:…MRI evaluation of Progressive Supranuclear Palsy
Objective: We aimed to evaluate the magnetic resonance imaging-derived parameters in differentiation of patients with progressive supranuclear palsy from patients with Parkinson’s disease and other…MR Conditional Labeling for DBS – Basic Physics for the Non-Specialist
Objective: A non-technical overview of the physics behind MR Conditional labeling for DBS devices and the implications for diagnostic imaging. Background: MRI is the recommended…
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