Jose Miguel Sanchez Bornot

According to our database, Jose Miguel Sanchez Bornot authored at least 17 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Solving large-scale MEG/EEG source localisation and functional connectivity problems simultaneously using state-space models.

Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Özgür Simsek, Damien Coyle

NeuroImage, January, 2024

2023

Hebbian Learning-Guided Random Walks for Enhanced Community Detection in Correlation-Based Brain Networks.

Roberto C. Sotero, Jose Miguel Sanchez Bornot

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Machine Learning for Time Series Forecasting Using State Space Models.

Jose Miguel Sanchez Bornot, Roberto C. Sotero

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder.

Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina

Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

Improving fMRI-based Autism Spectrum Disorder Classification with Random Walks-informed Feature Extraction and Selection.

Roberto Carlos Sotero, Jose Miguel Sanchez Bornot, Yasser Iturria-Medina

Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications, 2023

Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis.

Jose Miguel Sanchez Bornot, Roberto C. Sotero, Damien Coyle

Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Correlation-Based Brain Networks with Adaptive Signed Random Walks.

Roberto C. Sotero, Jose Miguel Sanchez Bornot

Proceedings of the 16th International Congress on Image and Signal Processing, 2023

2022

Solving large-scale MEG/EEG source localization and functional connectivity problems simultaneously using state-space models.

Jose Miguel Sanchez Bornot, Roberto C. Sotero, J. A. Scott Kelso, Damien Coyle

CoRR, 2022

2021

Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers.

Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, Sanaul Hoque, KongFatt Wong-Lin, Girijesh Prasad

Sensors, 2021

Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification.

Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, KongFatt Wong-Lin, Girijesh Prasad

Brain Informatics, 2021

2019

M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective.

Su Yang, Jose Miguel Sanchez Bornot, KongFatt Wong-Lin, Girijesh Prasad

IEEE Trans. Biomed. Eng., 2019

2018

Mammogram classification using dynamic time warping.

Syed Jamal Safdar Gardezi, Ibrahima Faye, Jose Miguel Sanchez Bornot, Nidal S. Kamel, Mohammad Hussain

Multim. Tools Appl., 2018

2017

Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge.

Hubert Cecotti, Alexandre Barachant, Jean-Rémi King, Jose Miguel Sanchez Bornot, Girijesh Prasad

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

EEG-based brain source localization using visual stimuli.

Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Jose Miguel Sanchez Bornot, Tahamina Begum

Int. J. Imaging Syst. Technol., 2016

2015

BEM based solution of forward problem for brain source estimation.

Munsif Ali Jatoi, Nidal S. Kamel, Ibrahima Faye, Aamir Saeed Malik, Jose Miguel Sanchez Bornot, Tahamina Begum

Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

2014

Locally Linearized Runge Kutta method of Dormand and Prince.

Juan C. Jiménez, A. Sotolongo, Jose Miguel Sanchez Bornot

Appl. Math. Comput., 2014

2007

Characterizing brain anatomical connections using diffusion weighted MRI and graph theory.

Yasser Iturria-Medina, Erick Jorge Canales-Rodríguez, Lester Melie-García, Pedro A. Valdés-Hernández, Eduardo Martínez-Montes, Yasser Alemán-Gómez, Jose Miguel Sanchez Bornot

NeuroImage, 2007