Cargando…

Differentiating Alzheimer’s Disease from Dementia with Lewy Bodies Using a Deep Learning Technique Based on Structural Brain Connectivity

PURPOSE: Alzheimer’s disease (AD) and dementia with Lewy bodies (DLB) are representative disorders of dementia of the elderly and the neuroimaging has contributed to early diagnosis by estimation of alterations of brain volume, blood flow and metabolism. A brain network analysis by MR imaging (MR co...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wada, Akihiko, Tsuruta, Kohei, Irie, Ryusuke, Kamagata, Koji, Maekawa, Tomoko, Fujita, Shohei, Koshino, Saori, Kumamaru, Kanako, Suzuki, Michimasa, Nakanishi, Atsushi, Hori, Masaaki, Aoki, Shigeki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Japanese Society for Magnetic Resonance in Medicine 2018
Materias:	Major Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630050/ https://www.ncbi.nlm.nih.gov/pubmed/30504639 http://dx.doi.org/10.2463/mrms.mp.2018-0091

Ejemplares similares

A Comparison of Techniques for Correcting Eddy-current and Motion-induced Distortions in Diffusion-weighted Echo-planar Images
por: Haneda, Jun, et al.
Publicado: (2018)

Estimation of Gadolinium-based Contrast Agent Concentration Using Quantitative Synthetic MRI and Its Application to Brain Metastases: A Feasibility Study
por: Fujita, Shohei, et al.
Publicado: (2019)

Automation of a Rule-based Workflow to Estimate Age from Brain MR Imaging of Infants and Children Up to 2 Years Old Using Stacked Deep Learning
por: Wada, Akihiko, et al.
Publicado: (2021)

A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer’s Disease
por: Irie, Ryusuke, et al.
Publicado: (2020)

Myelin Measurement: Comparison Between Simultaneous Tissue Relaxometry, Magnetization Transfer Saturation Index, and T(1)w/T(2)w Ratio Methods
por: Hagiwara, Akifumi, et al.
Publicado: (2018)

3D quantitative synthetic MRI‐derived cortical thickness and subcortical brain volumes: Scan–rescan repeatability and comparison with conventional T(1)‐weighted images
por: Fujita, Shohei, et al.
Publicado: (2019)

The Advantage of Synthetic MRI for the Visualization of Anterior Temporal Pole Lesions on Double Inversion Recovery (DIR), Phase-sensitive Inversion Recovery (PSIR), and Myelin Images in a Patient with CADASIL
por: Wallaert, Lauren, et al.
Publicado: (2017)

Diffusional Kurtosis Imaging in Idiopathic Normal Pressure Hydrocephalus: Correlation with Severity of Cognitive Impairment
por: KAMIYA, Kouhei, et al.
Publicado: (2016)

Teaching Neuroimages: Obscured Cerebral Infarction on MRI
por: Hori, Masaaki, et al.
Publicado: (2017)

Signal Intensity within Cerebral Venous Sinuses on Synthetic MRI
por: Chougar, Lydia, et al.
Publicado: (2019)

The Relationship between Neurite Density Measured with Confocal Microscopy in a Cleared Mouse Brain and Metrics Obtained from Diffusion Tensor and Diffusion Kurtosis Imaging
por: Irie, Ryusuke, et al.
Publicado: (2017)

Influence of Mild White Matter Lesions on Voxel-based Morphometry
por: Goto, Masami, et al.
Publicado: (2020)

Application of Quantitative Microstructural MR Imaging with Atlas-based Analysis for the Spinal Cord in Cervical Spondylotic Myelopathy
por: Hori, Masaaki, et al.
Publicado: (2018)

Prospective estimation of mean axon diameter and extra-axonal space of the posterior limb of the internal capsule in patients with idiopathic normal pressure hydrocephalus before and after a lumboperitoneal shunt by using q-space diffusion MRI
por: Hori, Masaaki, et al.
Publicado: (2015)

Time-dependent Diffusion in Brain Abscesses Investigated with Oscillating-gradient Spin-echo
por: Maekawa, Tomoko, et al.
Publicado: (2021)

Free-Water Imaging in White and Gray Matter in Parkinson’s Disease
por: Andica, Christina, et al.
Publicado: (2019)

Effect of Temporal Sampling Rate on Estimates of the Perfusion Parameters for Patients with Moyamoya Disease Assessed with Simultaneous Multislice Dynamic Susceptibility Contrast-enhanced MR Imaging
por: Takamura, Tomohiro, et al.
Publicado: (2022)

Combining Segmented Grey and White Matter Images Improves Voxel-based Morphometry for the Case of Dilated Lateral Ventricles
por: Goto, Masami, et al.
Publicado: (2018)

Understanding microstructure of the brain by comparison of neurite orientation dispersion and density imaging (NODDI) with transparent mouse brain
por: Sato, Kanako, et al.
Publicado: (2017)

Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
por: Saccenti, Laetitia, et al.
Publicado: (2020)

Comparison of Brain Volume Measurements Made with 0.3- and 3-T MR Imaging
por: Murata, Syo, et al.
Publicado: (2021)

Age-Related Changes in Relaxation Times, Proton Density, Myelin, and Tissue Volumes in Adult Brain Analyzed by 2-Dimensional Quantitative Synthetic Magnetic Resonance Imaging
por: Hagiwara, Akifumi, et al.
Publicado: (2021)

Spatial Restriction within Intracranial Epidermoid Cysts Observed Using Short Diffusion-time Diffusion-weighted Imaging
por: Andica, Christina, et al.
Publicado: (2017)

Advanced Diffusion MR Imaging for Multiple Sclerosis in the Brain and Spinal Cord
por: Hori, Masaaki, et al.
Publicado: (2022)

Convolutional neural network-based segmentation can help in assessing the substantia nigra in neuromelanin MRI
por: Le Berre, Alice, et al.
Publicado: (2019)

Contrast-enhanced synthetic MRI for the detection of brain metastases
por: Hagiwara, Akifumi, et al.
Publicado: (2016)

Fiber-specific micro- and macroscopic white matter alterations in progressive supranuclear palsy and corticobasal syndrome
por: Uchida, Wataru, et al.
Publicado: (2023)

A National Survey on Safety Management at MR Imaging Facilities in Japan
por: Azuma, Minako, et al.
Publicado: (2020)

Diffusion imaging of reversible and irreversible microstructural changes within the corticospinal tract in idiopathic normal pressure hydrocephalus
por: Kamiya, Kouhei, et al.
Publicado: (2017)

Scan–rescan and inter-vendor reproducibility of neurite orientation dispersion and density imaging metrics
por: Andica, Christina, et al.
Publicado: (2019)

Axon Diameter and Intra-Axonal Volume Fraction of the Corticospinal Tract in Idiopathic Normal Pressure Hydrocephalus Measured by Q-Space Imaging
por: Kamiya, Kouhei, et al.
Publicado: (2014)

Temporal Progression Patterns of Brain Atrophy in Corticobasal Syndrome and Progressive Supranuclear Palsy Revealed by Subtype and Stage Inference (SuStaIn)
por: Saito, Yuya, et al.
Publicado: (2022)

Neurite orientation dispersion and density imaging reveals white matter microstructural alterations in adults with autism
por: Andica, Christina, et al.
Publicado: (2021)

Relationship between cognitive impairment and white-matter alteration in Parkinson’s disease with dementia: tract-based spatial statistics and tract-specific analysis
por: Kamagata, Koji, et al.
Publicado: (2013)

Neurocognitive and psychiatric disorders‐related axonal degeneration in Parkinson's disease
por: Andica, Christina, et al.
Publicado: (2020)

Analysis of normal-appearing white matter of multiple sclerosis by tensor-based two-compartment model of water diffusion
por: Tachibana, Yasuhiko, et al.
Publicado: (2015)

Connectome analysis with diffusion MRI in idiopathic Parkinson's disease: Evaluation using multi-shell, multi-tissue, constrained spherical deconvolution
por: Kamagata, Koji, et al.
Publicado: (2017)

MR g-ratio-weighted connectome analysis in patients with multiple sclerosis
por: Kamagata, Koji, et al.
Publicado: (2019)

Association of MRI Indices of Glymphatic System With Amyloid Deposition and Cognition in Mild Cognitive Impairment and Alzheimer Disease
por: Kamagata, Koji, et al.
Publicado: (2022)

Multiparametric MRI: From Simultaneous Rapid Acquisition Methods and Analysis Techniques Using Scoring, Machine Learning, Radiomics, and Deep Learning to the Generation of Novel Metrics
por: Hagiwara, Akifumi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_50ilp5giqusclaahifheip5igt