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A reusable benchmark of brain-age prediction from M/EEG resting-state signals.
Neuroimage. 2022 Nov 15;262:119521. doi: 10.1016/j.neuroimage.2022.119521. Epub 2022 Jul 26.
Neuroimage. 2022.
PMID: 35905809
Free article.
Robust learning from corrupted EEG with dynamic spatial filtering.
Banville H, Wood SUN, Aimone C, Engemann DA, Gramfort A.
Banville H, et al.
Neuroimage. 2022 May 1;251:118994. doi: 10.1016/j.neuroimage.2022.118994. Epub 2022 Feb 16.
Neuroimage. 2022.
PMID: 35181552
Free article.
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Uncovering the structure of clinical EEG signals with self-supervised learning.
Banville H, Chehab O, Hyvärinen A, Engemann DA, Gramfort A.
Banville H, et al.
J Neural Eng. 2021 Mar 31;18(4). doi: 10.1088/1741-2552/abca18.
J Neural Eng. 2021.
PMID: 33181507
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Deep learning-based electroencephalography analysis: a systematic review.
Roy Y, Banville H, Albuquerque I, Gramfort A, Falk TH, Faubert J.
Roy Y, et al. Among authors: banville h.
J Neural Eng. 2019 Aug 14;16(5):051001. doi: 10.1088/1741-2552/ab260c.
J Neural Eng. 2019.
PMID: 31151119
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Mental Task Evaluation for Hybrid NIRS-EEG Brain-Computer Interfaces.
Banville H, Gupta R, Falk TH.
Banville H, et al.
Comput Intell Neurosci. 2017;2017:3524208. doi: 10.1155/2017/3524208. Epub 2017 Oct 18.
Comput Intell Neurosci. 2017.
PMID: 29181021
Free PMC article.
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