Jose Miguel Sanchez Bornot

Publication Activity (10 Years)

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

Top Topics

Mild Cognitive Impairment

Preprocessing Steps

Functional Connectivity

Top Venues

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)
Roberto Carlos Sotero, Jose Miguel Sanchez Bornot, Yasser Iturria-Medina
Improving fMRI-based Autism Spectrum Disorder Classification with Random Walks-informed Feature Extraction and Selection. ICBRA (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)
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, Sanaul Hoque, KongFatt Wong-Lin, Girijesh Prasad
Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers. Sensors 21 (18) (2021)
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, KongFatt Wong-Lin, Girijesh Prasad
Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification. Brain Informatics 8 (1) (2021)
Su Yang, Jose Miguel Sanchez Bornot, KongFatt Wong-Lin, Girijesh Prasad
M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Syed Jamal Safdar Gardezi, Ibrahima Faye, Jose Miguel Sanchez Bornot, Nidal S. Kamel, Mohammad Hussain
Mammogram classification using dynamic time warping. Multim. Tools Appl. 77 (3) (2018)
Hubert Cecotti, Alexandre Barachant, Jean-Rémi King, Jose Miguel Sanchez Bornot, Girijesh Prasad
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge. EMBC (2017)
Munsif Ali Jatoi, Nidal S. Kamel, Aamir Saeed Malik, Ibrahima Faye, Jose Miguel Sanchez Bornot, Tahamina Begum
EEG-based brain source localization using visual stimuli. Int. J. Imaging Syst. Technol. 26 (1) (2016)
Munsif Ali Jatoi, Nidal S. Kamel, Ibrahima Faye, Aamir Saeed Malik, Jose Miguel Sanchez Bornot, Tahamina Begum
BEM based solution of forward problem for brain source estimation. ICSIPA (2015)
Juan C. Jiménez, A. Sotolongo, Jose Miguel Sanchez Bornot
Locally Linearized Runge Kutta method of Dormand and Prince. Appl. Math. Comput. 247 (2014)
Yasser Iturria-Medina, Erick Jorge Canales-Rodríguez, Lester Melie-García, Pedro A. Valdés-Hernández, Eduardo Martínez-Montes, Yasser Alemán-Gómez, Jose Miguel Sanchez Bornot
Characterizing brain anatomical connections using diffusion weighted MRI and graph theory. NeuroImage 36 (3) (2007)