[HTML][HTML] Use of radiomic features and support vector machine to distinguish Parkinson's disease cases from normal controls
Y Wu, JH Jiang, L Chen, JY Lu, JJ Ge… - Annals of …, 2019 - ncbi.nlm.nih.gov
Background Parkinson's disease (PD) is an irreversible neurodegenerative disease. The
diagnosis of PD based on neuroimaging is usually with low-level or deep learning features …
diagnosis of PD based on neuroimaging is usually with low-level or deep learning features …
Abnormal pattern of brain glucose metabolism in Parkinson's disease: replication in three European cohorts
SK Meles, RJ Renken, M Pagani, LK Teune… - European journal of …, 2020 - Springer
Abstract Rationale In Parkinson's disease (PD), spatial covariance analysis of 18 F-FDG
PET data has consistently revealed a characteristic PD-related brain pattern (PDRP). By …
PET data has consistently revealed a characteristic PD-related brain pattern (PDRP). By …
Validation of parkinsonian disease‐related metabolic brain patterns
LK Teune, RJ Renken, D Mudali… - Movement …, 2013 - Wiley Online Library
Background The objective of this study was to validate disease‐related metabolic brain
patterns for Parkinson's disease, multiple system atrophy, and progressive supranuclear …
patterns for Parkinson's disease, multiple system atrophy, and progressive supranuclear …
Automatic covariance pattern analysis outperforms visual reading of 18F‐fluorodeoxyglucose‐positron emission tomography (FDG‐PET) in variant progressive …
R Buchert, F Wegner, HJ Huppertz… - Movement …, 2023 - Wiley Online Library
Background To date, studies on positron emission tomography (PET) with 18F‐
fluorodeoxyglucose (FDG) in progressive supranuclear palsy (PSP) usually included PSP …
fluorodeoxyglucose (FDG) in progressive supranuclear palsy (PSP) usually included PSP …
Rational therapeutic approaches to progressive supranuclear palsy
Progressive supranuclear palsy is a sporadic and progressive neurodegenerative disease,
most often presenting as a symmetric, akinetic-rigid syndrome with postural instability …
most often presenting as a symmetric, akinetic-rigid syndrome with postural instability …
Differential diagnosis of parkinsonian syndromes using PCA-based functional imaging features
PG Spetsieris, Y Ma, V Dhawan, D Eidelberg - Neuroimage, 2009 - Elsevier
In the current paper, we describe methodologies for single subject differential diagnosis of
degenerative brain disorders using multivariate principal component analysis (PCA) of …
degenerative brain disorders using multivariate principal component analysis (PCA) of …
Voxel-wise analysis of [123I]β-CIT SPECT differentiates the Parkinson variant of multiple system atrophy from idiopathic Parkinson's disease
C Scherfler, K Seppi, E Donnemiller, G Goebel… - Brain, 2005 - academic.oup.com
To investigate the cerebral dopamine transporter status in the early stages of the parkinson-
variant of multiple system atrophy (MSA-P), 15 patients with MSA-P and a disease duration …
variant of multiple system atrophy (MSA-P), 15 patients with MSA-P and a disease duration …
[HTML][HTML] Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes
Most available pattern recognition methods in neuroimaging address binary classification
problems. Here, we used relevance vector machine (RVM) in combination with booststrap …
problems. Here, we used relevance vector machine (RVM) in combination with booststrap …
Abnormal metabolic brain network associated with Parkinson's disease: replication on a new European sample
P Tomše, L Jensterle, M Grmek, K Zaletel, Z Pirtošek… - Neuroradiology, 2017 - Springer
Purpose The purpose of this study was to identify the specific metabolic brain pattern
characteristic for Parkinson's disease (PD): Parkinson's disease-related pattern (PDRP) …
characteristic for Parkinson's disease (PD): Parkinson's disease-related pattern (PDRP) …
Catechol‐O‐methyltransferase Val158Met and the risk of dyskinesias in Parkinson's disease
LML De Lau, D Verbaan, J Marinus… - Movement …, 2012 - Wiley Online Library
Background: The A‐allele of the catechol‐O‐methyltransferase (COMT) Val158Met
polymorphism is associated with decreased enzymatic activity and higher dopamine …
polymorphism is associated with decreased enzymatic activity and higher dopamine …