Automated differential diagnosis of early parkinsonism using metabolic brain networks: a validation study
M Tripathi, CC Tang, A Feigin, I De Lucia… - Journal of Nuclear …, 2016 - Soc Nuclear Med
The differentiation of idiopathic Parkinson disease (IPD) from multiple system atrophy (MSA)
and progressive supranuclear palsy (PSP), the most common atypical parkinsonian look …
and progressive supranuclear palsy (PSP), the most common atypical parkinsonian look …
Differential diagnosis of parkinsonian syndromes: a comparison of clinical and automated-metabolic brain patterns' based approach
T Rus, P Tomše, L Jensterle, M Grmek… - European Journal of …, 2020 - Springer
Purpose Differentiation among parkinsonian syndromes may be clinically challenging,
especially at early disease stages. In this study, we used 18 F-FDG-PET brain imaging …
especially at early disease stages. In this study, we used 18 F-FDG-PET brain imaging …
[HTML][HTML] Automated, high accuracy classification of parkinsonian disorders: a pattern recognition approach
Progressive supranuclear palsy (PSP), multiple system atrophy (MSA) and idiopathic
Parkinson's disease (IPD) can be clinically indistinguishable, especially in the early stages …
Parkinson's disease (IPD) can be clinically indistinguishable, especially in the early stages …
Differential diagnosis of parkinsonism: a metabolic imaging study using pattern analysis
CC Tang, KL Poston, T Eckert, A Feigin… - The Lancet …, 2010 - thelancet.com
Summary Background Idiopathic Parkinson's disease can present with symptoms similar to
those of multiple system atrophy or progressive supranuclear palsy. We aimed to assess …
those of multiple system atrophy or progressive supranuclear palsy. We aimed to assess …
Abnormal metabolic covariance patterns associated with multiple system atrophy and progressive supranuclear palsy
P Tomše, E Rebec, A Studen, M Perovnik, T Rus… - Physica Medica, 2022 - Elsevier
Purpose Differentiation between neurodegenerative parkinsonisms, whose early clinical
presentation is similar, may be improved with metabolic brain imaging. In this study we …
presentation is similar, may be improved with metabolic brain imaging. In this study we …
[HTML][HTML] Automatic classification of early Parkinson's disease with multi-modal MR imaging
Background In recent years, neuroimaging has been increasingly used as an objective
method for the diagnosis of Parkinson's disease (PD). Most previous studies were based on …
method for the diagnosis of Parkinson's disease (PD). Most previous studies were based on …
Automated computer differential classification in Parkinsonian syndromes via pattern analysis on MRI
S Duchesne, Y Rolland, M Vérin - Academic radiology, 2009 - Elsevier
RATIONALE AND OBJECTIVES: Reported error rates for initial clinical diagnosis of
idiopathic Parkinson's disease (IPD) against other Parkinson Plus Syndromes (PPS) can …
idiopathic Parkinson's disease (IPD) against other Parkinson Plus Syndromes (PPS) can …
Machine learning on brain MRI data for differential diagnosis of Parkinson's disease and Progressive Supranuclear Palsy
Background Supervised machine learning has been proposed as a revolutionary approach
for identifying sensitive medical image biomarkers (or combination of them) allowing for …
for identifying sensitive medical image biomarkers (or combination of them) allowing for …
[HTML][HTML] Development and validation of the automated imaging differentiation in parkinsonism (AID-P): a multicentre machine learning study
Background Development of valid, non-invasive biomarkers for parkinsonian syndromes is
crucially needed. We aimed to assess whether non-invasive diffusion-weighted MRI can …
crucially needed. We aimed to assess whether non-invasive diffusion-weighted MRI can …
[HTML][HTML] A replication study, systematic review and meta-analysis of automated image-based diagnosis in parkinsonism
PE Papathoma, I Markaki, C Tang, M Lilja Lindström… - Scientific Reports, 2022 - nature.com
Differential diagnosis of parkinsonism early upon symptom onset is often challenging for
clinicians and stressful for patients. Several neuroimaging methods have been previously …
clinicians and stressful for patients. Several neuroimaging methods have been previously …