Cargando…

Diffusion tensor imaging for the differential diagnosis of Parkinsonism by machine learning

BACKGROUND: There are currently no specific tests for either idiopathic Parkinson’s disease or Parkinson-plus syndromes. The study aimed to investigate the diagnostic performance of features extracted from the whole brain using diffusion tensor imaging concerning parkinsonian disorders. METHODS: The...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tsai, Chih-Chien, Chen, Yao-Liang, Lu, Chin-Song, Cheng, Jur-Shan, Weng, Yi-Hsin, Lin, Sung-Han, Wu, Yi-Ming, Wang, Jiun-Jie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Chang Gung University 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10209738/ https://www.ncbi.nlm.nih.gov/pubmed/35671948 http://dx.doi.org/10.1016/j.bj.2022.05.006

Ejemplares similares

Prediction of the Clinical Severity of Progressive Supranuclear Palsy by Diffusion Tensor Imaging
por: Chen, Yao-Liang, et al.
Publicado: (2019)

A Method for the Prediction of Clinical Outcome Using Diffusion Magnetic Resonance Imaging: Application on Parkinson’s Disease
por: Tsai, Chih-Chien, et al.
Publicado: (2020)

Fixel-Based Analysis of White Matter Degeneration in Patients With Progressive Supranuclear Palsy or Multiple System Atrophy, as Compared to Parkinson's Disease
por: Nguyen, Thanh-Thao, et al.
Publicado: (2021)

The effect of spatial resolution on the reproducibility of diffusion imaging when controlled signal to noise ratio
por: Chen, Yao-Liang, et al.
Publicado: (2019)

Diffusion Tensor Imaging Radiomics for Diagnosis of Parkinson’s Disease
por: Li, Jingwen, et al.
Publicado: (2022)

Increased Water Diffusion in the Parcellated Cortical Regions from the Patients with Amnestic Mild Cognitive Impairment and Alzheimer's Disease
por: Lin, Sung-Han, et al.
Publicado: (2017)

A longitudinal fixel-based analysis of white matter alterations in patients with Parkinson's disease
por: Rau, Yi-Ai, et al.
Publicado: (2019)

A machine learning-based classification approach on Parkinson’s disease diffusion tensor imaging datasets
por: Prasuhn, Jannik, et al.
Publicado: (2020)

Identifying Depression in Parkinson's Disease by Using Combined Diffusion Tensor Imaging and Support Vector Machine
por: Yang, Yunjun, et al.
Publicado: (2022)

Differential Diagnosis of Akinetic Mutism and Disorder of Consciousness Using Diffusion Tensor Tractography: A Case Report
por: Byun, Dong Hyun, et al.
Publicado: (2022)

Diffusion tensor imaging in Parkinson's disease: Review and meta-analysis
por: Atkinson-Clement, Cyril, et al.
Publicado: (2017)

Diffusion Tensor Magnetic Resonance Imaging for Differentiating Multiple System Atrophy Cerebellar Type and Spinocerebellar Ataxia Type 3
por: Jao, Chi-Wen, et al.
Publicado: (2019)

Combined Diffusion Tensor Imaging and Arterial Spin Labeling as Markers of Early Parkinson’s disease
por: Wei, Xiaobo, et al.
Publicado: (2016)

Is Diffusion Tensor Imaging a Good Biomarker for Early Parkinson's Disease?
por: Guimarães, Rachel P., et al.
Publicado: (2018)

Application of diffusion tensor imaging technology in glaucoma diagnosis
por: Wang, Jiaqi, et al.
Publicado: (2023)

Diffusion tensor imaging in elderly patients with idiopathic normal pressure hydrocephalus or Parkinson’s disease: diagnosis of gait abnormalities
por: Marumoto, Kohei, et al.
Publicado: (2012)

Transient Ischemic Attack and Stroke Can Be Differentiated by Analyzing the Diffusion Tensor Imaging
por: Tong, Tong, et al.
Publicado: (2011)

Identifying epilepsy based on machine‐learning technique with diffusion kurtosis tensor
por: Kang, Li, et al.
Publicado: (2021)

Olfactory Impairment in Parkinson’s Disease Studied with Diffusion Tensor and Magnetization Transfer Imaging
por: Georgiopoulos, Charalampos, et al.
Publicado: (2017)

Diffusion Tensor Imaging in Parkinson's Disease and Parkinsonian Syndrome: A Systematic Review
por: Zhang, Yu, et al.
Publicado: (2020)

Diagnosis of Lumbar Foraminal Stenosis using Diffusion Tensor Imaging
por: Eguchi, Yawara, et al.
Publicado: (2016)

Fixel-Based Analysis Effectively Identifies White Matter Tract Degeneration in Huntington’s Disease
por: Oh, Sher Li, et al.
Publicado: (2021)

Clinical application value of 3.0T MR diffusion tensor imaging in grade diagnosis of gliomas
por: Shan, Wei, et al.
Publicado: (2017)

Associations among Cognitive Functions, Plasma DNA, and Diffusion Tensor Image along the Perivascular Space (DTI-ALPS) in Patients with Parkinson's Disease
por: Chen, Hsiu-Ling, et al.
Publicado: (2021)

Investigation of Motor Cortical Plasticity and Corticospinal Tract Diffusion Tensor Imaging in Patients with Parkinsons Disease and Essential Tremor
por: Lu, Ming-Kuei, et al.
Publicado: (2016)

Machine learning-based segmentation of ischemic penumbra by using diffusion tensor metrics in a rat model
por: Kuo, Duen-Pang, et al.
Publicado: (2020)

Machine Learning for Predicting Individual Severity of Blepharospasm Using Diffusion Tensor Imaging
por: Liu, Gang, et al.
Publicado: (2021)

Diffusion Tensor Imaging in Amyotrophic Lateral Sclerosis: Machine Learning for Biomarker Development
por: Behler, Anna, et al.
Publicado: (2023)

A meta-analysis of diffusion tensor imaging of substantia nigra in patients with Parkinson’s disease
por: Deng, Xiao-Yan, et al.
Publicado: (2018)

Diffusion tensor and restriction spectrum imaging reflect different aspects of neurodegeneration in Parkinson’s disease
por: Hope, Tuva R., et al.
Publicado: (2019)

Corrigendum: Diffusion Tensor Imaging in Parkinson's Disease and Parkinsonian Syndrome: A Systematic Review
por: Zhang, Yu, et al.
Publicado: (2020)

Diffusion Tensor Imaging Along the Perivascular Space Index in Different Stages of Parkinson’s Disease
por: Ma, Xinxin, et al.
Publicado: (2021)

The role of diffusion magnetic resonance imaging in Parkinson's disease and in the differential diagnosis with atypical parkinsonism
por: de Oliveira, Romulo Varella, et al.
Publicado: (2017)

The Add-On Effect of Lactobacillus plantarum PS128 in Patients With Parkinson's Disease: A Pilot Study
por: Lu, Chin-Song, et al.
Publicado: (2021)

Diffusion tensor imaging metrics in diagnosis of HTLV‐1‐associated myelopathy
por: Liberato de Matos, Sheila N. F., et al.
Publicado: (2022)

Diffusion tensor distribution imaging
por: Topgaard, Daniel
Publicado: (2019)

Support Vector Machine Classification of Obsessive-Compulsive Disorder Based on Whole-Brain Volumetry and Diffusion Tensor Imaging
por: Zhou, Cong, et al.
Publicado: (2018)

Using Diffusion Tensor Imaging to Evaluate Microstructural Changes and Outcomes after Radiofrequency Rhizotomy of Trigeminal Nerves in Patients with Trigeminal Neuralgia
por: Chen, Shu-Tian, et al.
Publicado: (2016)

Potential of Diffusion Tensor Imaging and Relaxometry for the Detection of Specific Pathological Alterations in Parkinson's Disease (PD)
por: Esterhammer, Regina, et al.
Publicado: (2015)

Conventional 3T brain MRI and diffusion tensor imaging in the diagnostic workup of early stage parkinsonism
por: Meijer, Frederick J. A., et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_v9beobqmq5gc14o5081jchhb9m