Contribution of MRI and machine learning approaches to the diagnosis of patients with early-stage parkinsonism in a situation of clinical uncertainty
Objective: To determine whether MRI and machine learning approaches improve diagnostic accuracy in patients with early-stage parkinsonism compared to clinical criteria Background: Parkinson’s disease (PD)…Imaging the noradrenergic system in Parkinson’s disease: A [11C]Yohimbine PET and neuromelanin MRI study
Objective: To assess two aspects of the noradrenergic system using multimodal in vivo imaging in a sample of Parkinson’s disease (PD) patients and healthy controls…Diagnosis of Parkinson’s disease, multiple system atrophy, and progressive supranuclear palsy with 7T-MRI substantia nigra imaging
Objective: To detect the signal change of nigrosome-1 in 7T-MRI and its diagnostic and differential diagnostic efficacy as the imaging biomarker of PD, MSA-P, MSA-C…White matter integrity in patients with PSP-RS and VaP: A TBSS Study
Objective: The purpose of the present study was to compare alterations of brain white-matter microstructure and tissue integrity in PSP-RS and VaP patients using Diffusion…Unique consecutive order of brain atrophy in spinocerebellar ataxia type 3 (SCA3)
Objective: The aim was to identify the sequence of brain regions becoming atrophic in the early phase of spinocerebellar ataxia type 3 (SCA3). Background: SCA3…Neuromelanin related 7T MRI of the locus coeruleus differs between Parkinson’s disease and controls
Objective: To compare the signal intensity of the substantia nigra and locus coeruleus on Magnetization Transfer 7T MRI between PD patients and healthy controls (HC)…Neurological symptom severity in Wilson disease is associated with increased white matter mean diffusivity
Objective: To evaluate the relationship between white matter (WM) changes and neurological impairment in Wilson disease (WD). Background: Neuroimaging biomarkers derived from diffusion tensor imaging…Explainable deep learning based detection of Parkinson’s changes in MRI brain scans
Objective: A pilot study using an AI-based framework to classify routine brain scans as Parkinson’s disease (PD) or control. Background: Prospective neuroprotective treatments for PD…Structural MRI and tremor analysis in the differential diagnosis of rest tremor
Objective: This study aimed to differentiate between essential tremor with rest tremor (rET) and tremor-dominant Parkinson’s disease (td-PD) patients through a machine learning (ML) approach…Artificial intelligence for the improvement of imaging biomarkers in Parkinson’s disease
Objective: To systematically review the current literature on the application of artificial intelligence (AI) for imaging biomarkers in Parkinson's disease (PD) and to identify translational…
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