Jose Miguel Sanchez Bornot

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Eduardo Martínez-MontesNeuroinformatics Department, Cuban Neuroscience CenterVerified email at cneuro.edu.cu
Mayrim Vega-HernándezNeuroinformtic Department, Cuban Neuroscience CenterVerified email at cneuro.edu.cu
Girijesh PrasadProfessor of Intelligent Systems, University of Ulster, Magee CampusVerified email at ulster.ac.uk
Yasser Iturria MedinaMontreal Neurological InstituteVerified email at mcgill.ca
Erick Jorge Canales-RodríguezSNF Ambizione Fellow, Swiss Federal Institute of Technology Lausanne (EPFL)Verified email at epfl.ch
Lester Melie-GarciaSwiss Federal Institute of Technology Lausanne (EPFL), SwitzerlandVerified email at epfl.ch
Roberto C SoteroAssociate Professor at University of CalgaryVerified email at ucalgary.ca
Yasser Alemán GómezDepartment of Psychiatry and Department of Radiology. Centre Hospitalier Universitaire Vaudois (CHUVVerified email at chuv.ch
Pedro Antonio Valdes-HernandezUniversity of FloridaVerified email at dental.ufl.edu
Ibrahima FayeUniversiti Teknologi PETRONASVerified email at utp.edu.my
Nidal KamelAssociate ProfessorVerified email at ieee.org
Felix CarbonellResearch Scientist, Biospective Inc.Verified email at biospective.com
Aamir Saeed MalikFaculty of IT, Brno University of TechnologyVerified email at fit.vut.cz
Wael El-DeredyUniversidad de Valparaiso, ChileVerified email at UV.CL
Munsif JatoiSalim Habib University, Karachi, Sindh, PakistanVerified email at bhu.edu.pk
Tahamina BegumSenior Lecturer, Department of Neuroscience, USMVerified email at usm.my
Jamal GardeziUniversity of Wisconsin Madison,USAVerified email at wisc.edu
Jhoanna Perez Hidalgo-GatoCuban Neuroscience CenterVerified email at cneuro.edu.cu
Maria Luisa Bringas-VegaThe Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab Neuroinformation, UnivVerified email at neuroinformatics-collaboratory.org
Jean-Rémi KingMeta, École Normale SupérieureVerified email at fb.com

Jose Miguel Sanchez Bornot

Ulster University

Verified email at ulster.ac.uk

Neuroscience brain connectivity and neuroimaging numerical analysis and optimization statistical learning


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Characterizing brain anatomical connections using diffusion weighted MRI and graph theory Y Iturria-Medina, EJ Canales-Rodríguez, L Melie-García, ... Neuroimage 36 (3), 645-660, 2007	380	2007
Estimating brain functional connectivity with sparse multivariate autoregression PA Valdés-Sosa, JM Sánchez-Bornot, A Lage-Castellanos, ... Philosophical Transactions of the Royal Society B: Biological Sciences 360 …, 2005	347	2005
Model driven EEG/fMRI fusion of brain oscillations PA Valdes‐Sosa, JM Sanchez‐Bornot, RC Sotero, Y Iturria‐Medina, ... Human brain mapping 30 (9), 2701-2721, 2009	235	2009
Penalized least squares methods for solving the EEG inverse problem M Vega-Hernández, E Martínez-Montes, JM Sánchez-Bornot, ... Statistica Sinica, 1535-1551, 2008	75	2008
EEG source imaging with spatio‐temporal tomographic nonnegative independent component analysis PA Valdés‐Sosa, M Vega‐Hernández, JM Sánchez‐Bornot, ... Human brain mapping 30 (6), 1898-1910, 2009	65	2009
M/EEG-based bio-markers to predict the MCI and Alzheimer's disease: a review from the ML perspective S Yang, JMS Bornot, K Wong-Lin, G Prasad IEEE Transactions on Biomedical Engineering 66 (10), 2924-2935, 2019	64	2019
Exploring event‐related brain dynamics with tests on complex valued time–frequency representations E Martínez‐Montes, ER Cuspineda‐Bravo, W El‐Deredy, ... Statistics in medicine 27 (15), 2922-2947, 2008	42	2008
Robust EEG/MEG based functional connectivity with the envelope of the imaginary coherence: sensor space analysis JM Sanchez Bornot, KF Wong-Lin, AL Ahmad, G Prasad Brain topography 31, 895-916, 2018	32	2018
Mammogram classification using dynamic time warping SJS Gardezi, I Faye, JM Sanchez Bornot, N Kamel, M Hussain Multimedia Tools and Applications 77, 3941-3962, 2018	31	2018
18 granger causality on spatial manifolds: applications to neuroimaging PA Valdés-Sosa, JM Bornot-Sánchez, M Vega-Hernández, ... Handbook of Time Series Analysis: Recent Theoretical Developments and …, 2006	31	2006
Penalized PARAFAC analysis of spontaneous EEG recordings E Martínez-Montes, JM Sánchez-Bornot, PA Valdés-Sosa Statistica Sinica, 1449-1464, 2008	25	2008
Uncovering sparse brain effective connectivity: A voxel-based approach using penalized regression JM Sánchez-Bornot, E Martínez-Montes, A Lage-Castellanos, ... Statistica Sinica, 1501-1518, 2008	25	2008
Shaping a data-driven era in dementia care pathway through computational neurology approaches KF Wong-Lin, PL McClean, N McCombe, D Kaur, JM Sanchez-Bornot, ... BMC medicine 18 (1), 1-10, 2020	17	2020
Identifying complex brain networks using penalized regression methods E Martínez-Montes, M Vega-Hernández, JM Sánchez-Bornot, ... Journal of biological physics 34, 315-323, 2008	17	2008
BEM based solution of forward problem for brain source estimation MA Jatoi, N Kamel, I Faye, AS Malik, JM Bornot, T Begum 2015 IEEE International Conference on Signal and Image Processing …, 2015	16	2015
Locally linearized Runge Kutta method of Dormand and prince JC Jiménez, A Sotolongo, JM Sanchez-Bornot Applied Mathematics and Computation 247, 589-606, 2014	15	2014
EEG‐based brain source localization using visual stimuli MA Jatoi, N Kamel, AS Malik, I Faye, JM Bornot, T Begum International Journal of Imaging Systems and Technology 26 (1), 55-64, 2016	13	2016
An early stage researcher's primer on systems medicine terminology M Zanin, NAA Aitya, J Basilio, J Baumbach, A Benis, CK Behera, ... Network and systems medicine 4 (1), 2-50, 2021	11	2021
Weighted-permutation entropy as complexity measure for electroencephalographic time series of different physiological states PL Vuong, AS Malik, J Bornot 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 979-984, 2014	11	2014
Cross-frequency interactions during information flow in complex brain networks are facilitated by scale-free properties RC Sotero, LM Sanchez-Rodriguez, M Dousty, Y Iturria-Medina, ... Frontiers in Physics 7, 107, 2019	7	2019

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