E
Eduardo Gonzalez-Moreira
Researcher at National Autonomous University of Mexico
Publications - 20
Citations - 86
Eduardo Gonzalez-Moreira is an academic researcher from National Autonomous University of Mexico. The author has contributed to research in topics: Graphical model & Medicine. The author has an hindex of 6, co-authored 13 publications receiving 70 citations. Previous affiliations of Eduardo Gonzalez-Moreira include University of Electronic Science and Technology of China & Central University, India.
Papers
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Journal ArticleDOI
Automatic Prosodic Analysis to Identify Mild Dementia
Eduardo Gonzalez-Moreira,Diana Torres-Boza,Héctor Arturo Kairuz,Carlos A. Ferrer,Marlene A. Garcia-Zamora,Fernando Espinoza-Cuadros,Luis A. Hernández-Gómez +6 more
TL;DR: The results attained show that the proposed computational speech analysis offers a viable alternative for automatic identification of dementia features in elderly adults.
Book ChapterDOI
A Spoken Language Database for Research on Moderate Cognitive Impairment: Design and Preliminary Analysis
Fernando Espinoza-Cuadros,Marlene A. Garcia-Zamora,Dania Torres-Boza,Carlos A. Ferrer-Riesgo,Ana Montero-Benavides,Eduardo Gonzalez-Moreira,Luis A. Hernández-Gómez +6 more
TL;DR: The design of a spoken language database where patients' voices are collected during regular clinical screening tests for cognitive impairment is presented, and a preliminary analysis on the speech recorded from a small group of MCI patients and healthy elder controls suggests these measures can offer a sensitive method of assessing speech output in MCI.
Posted Content
Caulking the Leakage Effect in MEEG Source Connectivity Analysis
Eduardo Gonzalez-Moreira,Deirel Paz-Linares,Ariosky Areces-Gonzalez,Rigel Wang,Jorge Bosch-Bayard,Maria L. Bringas-Vega,Pedro A. Valdes-Sosa +6 more
TL;DR: This paper proposes a novel solution method that caulks the Leakage in MEEG source activity and connectivity estimates: BC-VARETA, which outperforms most state of the art inverse solvers by several orders of magnitude.
Posted Content
Third Generation MEEG Source Connectivity Analysis Toolbox (BC-VARETA 1.0) and Validation Benchmark
Eduardo Gonzalez-Moreira,Deirel Paz-Linares,Ariosky Areces-Gonzalez,Rigel Wang,Pedro A. Valdes-Sosa +4 more
TL;DR: This paper presents a new toolbox for MEEG source activity and connectivity estimation: Brain Connectivity Variable Resolution Tomographic Analysis version 1.0 (BC-VARETA 1.1), which relies on the third generation of nonlinear methods for the analysis of resting state MeeG Time Series.
Posted ContentDOI
Populational Super-Resolution Sparse M/EEG Sources and Connectivity Estimation
Eduardo Gonzalez-Moreira,Deirel Paz-Linares,Deirel Paz-Linares,Eduardo Martínez-Montes,Pedro A. Valdés-Hernández,Jorge Bosch-Bayard,Maria L. Bringas-Vega,Maria L. Bringas-Vega,Pedro A. Valdes-Sosa,Pedro A. Valdes-Sosa +9 more
TL;DR: A novel methodology for estimating the Inverse Solution and its Precision Matrix in the frequency domain representation of Stationary Time Series and aims to achieve super high resolution in the connectivity estimation through Sparse Hermitian Sources Graphical Model.