An automatic interpretable deep learning pipeline for accurate Parkinson's disease diagnosis using quantitative susceptibility mapping and T1‐weighted images

Y Wang, N He, C Zhang, Y Zhang, C Wang, P Huang… - 2023 - Wiley Online Library
Parkinson's disease (PD) diagnosis based on magnetic resonance imaging (MRI) is still
challenging clinically. Quantitative susceptibility maps (QSM) can potentially provide …

[HTML][HTML] Quantitative MRI protocol and decision model for a 'one stop shop'early-stage Parkinsonism diagnosis: Study design

SA Seada, AW van der Eerden, AJW Boon… - NeuroImage: Clinical, 2023 - Elsevier
Differentiating among early-stage parkinsonisms is a challenge in clinical practice.
Quantitative MRI can aid the diagnostic process, but studies with singular MRI techniques …

The Role of AI and Machine Learning in the Diagnosis of Parkinson's Disease and Atypical Parkinsonisms

AGP Dennis, AP Strafella - Parkinsonism & Related Disorders, 2024 - Elsevier
Parkinson's disease is a neurodegenerative movement disorder associated with motor and
non-motor symptoms causing severe disability as the disease progresses. The development …

[HTML][HTML] Regional nigral neuromelanin degeneration in asymptomatic leucine-rich repeat kinase 2 gene carrier using MRI

L Gao, R Gaurav, P Ziegner, J Ma, J Sun, J Chen… - Scientific Reports, 2024 - nature.com
Abstract Asymptomatic Leucine-Rich Repeat Kinase 2 Gene (LRRK2) carriers are at risk for
developing Parkinson's disease (PD). We studied presymptomatic substantia nigra pars …

Quantifying Neuromelanin Content Across Varying Magnetic Field Strengths: A Comparative Analysis

L Rizwan - 2023 - ir.lib.uwo.ca
Neuromelanin (NM) is an insoluble dark pigment molecule that is found in the substantia
nigra of the human brain. Due to its paramagnetic nature, NM can be imaged using MRI in …

Avaliação do corpo estriado e da substância negra na doença de Parkinson através de imagens de ressonância magnética [T2w] e DaTSCAN SPECT.

LPM Mesquita - 2023 - repositorio.ipl.pt
A Doença de Parkinson (DP) é um transtorno neurodegenerativo progressivo causado pela
perda seletiva de neurónios dopaminérgicos localizados maioritariamente na região pars …