Roberto C. Sotero

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 15

Top Topics

Source Localization

Machine Learning

Mild Cognitive Impairment

Preprocessing Steps

Top Venues

PLoS Comput. Biol.

Publications

Alwani Liyana Ahmad, Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment. CoRR (2024)
Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Özgür Simsek, Damien Coyle
Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models. NeuroImage 285 (2024)
Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder. ICMHI (2023)
Roberto C. Sotero, Jose Miguel Sanchez Bornot
Exploring Correlation-Based Brain Networks with Adaptive Signed Random Walks. CISP-BMEI (2023)
Jose Miguel Sanchez Bornot, Roberto C. Sotero
Machine Learning for Time Series Forecasting Using State Space Models. IDEAL (2023)
Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle
Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis. ICASSP Workshops (2023)
Roberto C. Sotero, Jose Miguel Sanchez Bornot
Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks. IDEAL (2023)
Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Damien Coyle
Solving large-scale MEG/EEG source localization and functional connectivity problems simultaneously using state-space models. CoRR (2022)
Lazaro M. Sanchez-Rodriguez, Yasser Iturria-Medina, Pauline Mouches, Roberto C. Sotero
Detecting brain network communities: Considering the role of information flow and its different temporal scales. NeuroImage 225 (2021)
Ramón Martínez-Cancino, Arnaud Delorme, Johanna Wagner, Kenneth Kreutz-Delgado, Roberto C. Sotero, Scott Makeig
What Can Local Transfer Entropy Tell Us about Phase-Amplitude Coupling in Electrophysiological Signals? Entropy 22 (11) (2020)
Ramón Martínez-Cancino, Joseph Heng, Arnaud Delorme, Kenneth Kreutz-Delgado, Roberto C. Sotero, Scott Makeig
Measuring transient phase-amplitude coupling using local mutual information. NeuroImage 185 (2019)
Lazaro M. Sanchez-Rodriguez, Yasser Iturria-Medina, Erica A. Baines, Sabela C. Mallo, Mehdy Dousty, Roberto C. Sotero
Design of optimal nonlinear network controllers for Alzheimer's disease. PLoS Comput. Biol. 14 (5) (2018)
Yasser Iturria-Medina, Felix Carbonell, Roberto C. Sotero, François Chouinard-Decorte, Alan C. Evans
Multifactorial causal model of brain (dis)organization and therapeutic intervention: Application to Alzheimer's disease. NeuroImage 152 (2017)
Roberto C. Sotero
Topology, Cross-Frequency, and Same-Frequency Band Interactions Shape the Generation of Phase-Amplitude Coupling in a Neural Mass Model of a Cortical Column. PLoS Comput. Biol. 12 (11) (2016)
Mehdy Dousty, Sabalan Daneshvar, Roberto C. Sotero
Multifocus image fusion via the Hartley transform. CCECE (2016)
Yasser Iturria-Medina, Roberto C. Sotero, Paule-Joanne Toussaint, Alan C. Evans
Epidemic Spreading Model to Characterize Misfolded Proteins Propagation in Aging and Associated Neurodegenerative Disorders. PLoS Comput. Biol. 10 (11) (2014)
Roberto C. Sotero, Amir Shmuel
Energy-based stochastic control of neural mass models suggests time-varying effective connectivity in the resting state. J. Comput. Neurosci. 32 (3) (2012)
Roberto C. Sotero, Ramón Martínez-Cancino
Dynamical Mean Field Model of a Neural-Glial Mass. Neural Comput. 22 (4) (2010)
Roberto C. Sotero, Nelson J. Trujillo-Barreto, Juan C. Jiménez, Felix Carbonell, Rafael Rodriguez-Rojas
Identification and comparison of stochastic metabolic/hemodynamic models (sMHM) for the generation of the BOLD signal. J. Comput. Neurosci. 26 (2) (2009)
Roberto C. Sotero, Nelson J. Trujillo-Barreto
Biophysical model for integrating neuronal activity, EEG, fMRI and metabolism. NeuroImage 39 (1) (2008)
Yasser Iturria-Medina, Roberto C. Sotero, Erick Jorge Canales-Rodríguez, Yasser Alemán-Gómez, Lester Melie-García
Studying the human brain anatomical network via diffusion-weighted MRI and Graph Theory. NeuroImage 40 (3) (2008)
Roberto C. Sotero, Nelson J. Trujillo-Barreto, Yasser Iturria-Medina, Felix Carbonell, Juan C. Jiménez
Realistically Coupled Neural Mass Models Can Generate EEG Rhythms. Neural Comput. 19 (2) (2007)
Roberto C. Sotero, Nelson J. Trujillo-Barreto
Modelling the role of excitatory and inhibitory neuronal activity in the generation of the BOLD signal. NeuroImage 35 (1) (2007)