Cargando…

Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis

Alzheimer's Disease (AD) is the most common neurodegenerative disease in elderly people. Its development has been shown to be closely related to changes in the brain connectivity network and in the brain activation patterns along with structural changes caused by the neurodegenerative process....

Descripción completa

Detalles Bibliográficos
Autores principales:	Ortiz, Andrés, Munilla, Jorge, Álvarez-Illán, Ignacio, Górriz, Juan M., Ramírez, Javier
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2015
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4630314/ https://www.ncbi.nlm.nih.gov/pubmed/26578945 http://dx.doi.org/10.3389/fncom.2015.00132

Ejemplares similares

Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease
por: Munilla, Jorge, et al.
Publicado: (2017)

Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach
por: Illan, Ignacio A., et al.
Publicado: (2014)

Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks
por: Ortiz, Andrés, et al.
Publicado: (2019)

Effective diagnosis of Alzheimer’s disease by means of large margin-based methodology
por: Chaves, Rosa, et al.
Publicado: (2012)

Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks
por: Segovia, Fermín, et al.
Publicado: (2015)

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI
por: Castillo-Barnes, Diego, et al.
Publicado: (2017)

Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases
por: Martinez-Murcia, Francisco J., et al.
Publicado: (2017)

Editorial: Deep Learning in Aging Neuroscience
por: Ramírez, Javier, et al.
Publicado: (2020)

Regions of interest computed by SVM wrapped method for Alzheimer’s disease examination from segmented MRI
por: Hidalgo-Muñoz, Antonio R., et al.
Publicado: (2014)

Pattern of Reduced Functional Connectivity and Structural Abnormalities in Parkinson’s Disease: An Exploratory Study
por: Guimarães, Rachel Paes, et al.
Publicado: (2017)

Editorial: Multimodal and Longitudinal Bioimaging Methods for Characterizing the Progressive Course of Dementia
por: Ramírez, Javier, et al.
Publicado: (2019)

Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease
por: Castillo-Barnes, Diego, et al.
Publicado: (2018)

Increased functional connectivity patterns in mild Alzheimer’s disease: A rsfMRI study
por: Penalba-Sánchez, Lucía, et al.
Publicado: (2023)

Graphical exploratory data analysis
por: Toit, S H C, et al.
Publicado: (1986)

Graphical exploratory data analysis /
por: Du Toit, S. H. C.
Publicado: (1986)

Combining PET Images and Neuropsychological Test Data for Automatic Diagnosis of Alzheimer's Disease
por: Segovia, Fermín, et al.
Publicado: (2014)

Structural Connectivity in Down Syndrome and Alzheimer’s Disease
por: Saini, Fedal, et al.
Publicado: (2022)

Distinct Patterns of Interhemispheric Connectivity in Patients With Early- and Late-Onset Alzheimer’s Disease
por: Li, Kai-Cheng, et al.
Publicado: (2018)

Automatic ROI Selection in Structural Brain MRI Using SOM 3D Projection
por: Ortiz, Andrés, et al.
Publicado: (2014)

Multivariate Analysis of (18)F-DMFP PET Data to Assist the Diagnosis of Parkinsonism
por: Segovia, Fermín, et al.
Publicado: (2017)

Genetic algorithm supported by graphical processing unit improves the exploration of effective connectivity in functional brain imaging
por: Chan, Lawrence Wing Chi, et al.
Publicado: (2015)

Group-Level Progressive Alterations in Brain Connectivity Patterns Revealed by Diffusion-Tensor Brain Networks across Severity Stages in Alzheimer’s Disease
por: Rasero, Javier, et al.
Publicado: (2017)

Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks
por: Meyer-Bäse, Anke, et al.
Publicado: (2017)

Effects of Alzheimer’s and Vascular Pathologies on Structural Connectivity in Early- and Late-Onset Alzheimer’s Disease
por: Lee, Wha Jin, et al.
Publicado: (2021)

Distinctive Oculomotor Behaviors in Alzheimer's Disease and Frontotemporal Dementia
por: Lage, Carmen, et al.
Publicado: (2021)

Distinct Disruptive Patterns of Default Mode Subnetwork Connectivity Across the Spectrum of Preclinical Alzheimer’s Disease
por: Xue, Chen, et al.
Publicado: (2019)

Preprocessing of (18)F-DMFP-PET Data Based on Hidden Markov Random Fields and the Gaussian Distribution
por: Segovia, Fermín, et al.
Publicado: (2017)

Alzheimer’s Disease Diagnosis by Detecting Exogenous Fluorescent Signal of Ligand Bound to Beta Amyloid in the Lens of Human Eye: An Exploratory Study
por: Kerbage, Charles, et al.
Publicado: (2013)

Gaussian Graphical Models Reveal Inter-Modal and Inter-Regional Conditional Dependencies of Brain Alterations in Alzheimer's Disease
por: Dyrba, Martin, et al.
Publicado: (2020)

Automated Detection and Segmentation of Nonmass-Enhancing Breast Tumors with Dynamic Contrast-Enhanced Magnetic Resonance Imaging
por: Illan, Ignacio Alvarez, et al.
Publicado: (2018)

MVPANI: A Toolkit With Friendly Graphical User Interface for Multivariate Pattern Analysis of Neuroimaging Data
por: Peng, Yanmin, et al.
Publicado: (2020)

Structural Connectivity is Differently Altered in Dementia with Lewy Body and Alzheimer’s Disease
por: Delli Pizzi, Stefano, et al.
Publicado: (2015)

Alterations of Graphic Properties and Related Cognitive Functioning Changes in Mild Alzheimer’s Disease Revealed by Individual Morphological Brain Network
por: Li, Wan, et al.
Publicado: (2018)

Classification and Graphical Analysis of Alzheimer’s Disease and Its Prodromal Stage Using Multimodal Features From Structural, Diffusion, and Functional Neuroimaging Data and the APOE Genotype
por: Gupta, Yubraj, et al.
Publicado: (2020)

An RFID-Based Smart Structure for the Supply Chain: Resilient Scanning Proofs and Ownership Transfer with Positive Secrecy Capacity Channels †
por: Burmester, Mike, et al.
Publicado: (2017)

Visualizing Neuronal Network Connectivity with Connectivity Pattern Tables
por: Nordlie, Eilen, et al.
Publicado: (2010)

On the Influence of Structural Connectivity on the Correlation Patterns and Network Synchronization
por: Nazemi, Parisa Sadat, et al.
Publicado: (2019)

The Vallecas Project: A Cohort to Identify Early Markers and Mechanisms of Alzheimer’s Disease
por: Olazarán, Javier, et al.
Publicado: (2015)

Altered Functional Connectivity of Insular Subregions in Alzheimer’s Disease
por: Liu, Xingyun, et al.
Publicado: (2018)

Antiviral Immune Response in Alzheimer’s Disease: Connecting the Dots
por: Roy, Ethan R., et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_9f1b1kooig55560gd9b6srnpa4