Automatic EEG Independent Component Classification Using ICLabel in Python

Authors: Delorme, Arnaud, Truong, Dung, Pion-Tonachini, Luca, Makeig, Scott

Source: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2024 IEEE International Conference on. :4137-4141 Dec, 2024

Relation: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

EEG-SSL: A Framework for Self-Supervised Learning on EEG

Authors: Truong, Dung, Khalid, Muhammad Abdullah, Delorme, Arnaud

Source: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2024 IEEE International Conference on. :4193-4200 Dec, 2024

Relation: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Deep learning applied to EEG data with different montages using spatial attention

Authors: Truong, Dung, Khalid, Muhammad Abdullah, Delorme, Arnaud

Source: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2023 IEEE International Conference on. :2587-2593 Dec, 2023

Relation: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA

Authors: Frank, Gwenevere, Shirazi, Seyed Yahya, Palmer, Jason, Cauwenberghs, Gert, Makeig, Scott, Delorme, Arnaud

Source: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) BIBE Bioinformatics and Bioengineering (BIBE), 2023 IEEE 23rd International Conference on. :205-210 Dec, 2023

Relation: 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE)

A Framework to Evaluate Independent Component Analysis applied to EEG signal: testing on the Picard algorithm

Authors: Frank, Gwenevere, Makeig, Scott, Delorme, Arnaud

Source: 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2022 IEEE International Conference on. :2009-2016 Dec, 2022

Relation: 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Hierarchical Event Descriptor library schema for EEG data annotation

Authors: Hermes, Dora, Attia, Tal Pal, Beniczky, Sándor, Bosch-Bayard, Jorge, Delorme, Arnaud, Lundstrom, Brian Nils, Rogers, Christine, Rampp, Stefan, Shirazi, Seyed Yahya, Truong, Dung, Valdes-Sosa, Pedro, Worrell, Greg, Makeig, Scott, Robbins, Kay

Subject Terms: Quantitative Biology - Neurons and Cognition, E.1

Access URL: http://arxiv.org/abs/2310.15173

The Past, Present, and Future of the Brain Imaging Data Structure (BIDS)

Authors: Poldrack, Russell A., Markiewicz, Christopher J., Appelhoff, Stefan, Ashar, Yoni K., Auer, Tibor, Baillet, Sylvain, Bansal, Shashank, Beltrachini, Leandro, Benar, Christian G., Bertazzoli, Giacomo, Bhogawar, Suyash, Blair, Ross W., Bortoletto, Marta, Boudreau, Mathieu, Brooks, Teon L., Calhoun, Vince D., Castelli, Filippo Maria, Clement, Patricia, Cohen, Alexander L, Cohen-Adad, Julien, D'Ambrosio, Sasha, de Hollander, Gilles, de la iglesia-Vayá, María, de la Vega, Alejandro, Delorme, Arnaud, Devinsky, Orrin, Draschkow, Dejan, Duff, Eugene Paul, DuPre, Elizabeth, Earl, Eric, Esteban, Oscar, Feingold, Franklin W., Flandin, Guillaume, galassi, anthony, Gallitto, Giuseppe, Ganz, Melanie, Gau, Rémi, Gholam, James, Ghosh, Satrajit S., Giacomel, Alessio, Gillman, Ashley G, Gleeson, Padraig, Gramfort, Alexandre, Guay, Samuel, Guidali, Giacomo, Halchenko, Yaroslav O., Handwerker, Daniel A., Hardcastle, Nell, Herholz, Peer, Hermes, Dora, Honey, Christopher J., Innis, Robert B., Ioanas, Horea-Ioan, Jahn, Andrew, Karakuzu, Agah, Keator, David B., Kiar, Gregory, Kincses, Balint, Laird, Angela R., Lau, Jonathan C., Lazari, Alberto, Legarreta, Jon Haitz, Li, Adam, Li, Xiangrui, Love, Bradley C., Lu, Hanzhang, Maumet, Camille, Mazzamuto, Giacomo, Meisler, Steven L., Mikkelsen, Mark, Mutsaerts, Henk, Nichols, Thomas E., Nikolaidis, Aki, Nilsonne, Gustav, Niso, Guiomar, Norgaard, Martin, Okell, Thomas W, Oostenveld, Robert, Ort, Eduard, Park, Patrick J., Pawlik, Mateusz, Pernet, Cyril R., Pestilli, Franco, Petr, Jan, Phillips, Christophe, Poline, Jean-Baptiste, Pollonini, Luca, Raamana, Pradeep Reddy, Ritter, Petra, Rizzo, Gaia, Robbins, Kay A., Rockhill, Alexander P., Rogers, Christine, Rokem, Ariel, Rorden, Chris, Routier, Alexandre, Saborit-Torres, Jose Manuel, Salo, Taylor, Schirner, Michael, Smith, Robert E., Spisak, Tamas, Sprenger, Julia, Swann, Nicole C., Szinte, Martin, Takerkart, Sylvain, Thirion, Bertrand, Thomas, Adam G., Torabian, Sajjad, Varoquaux, Gael, Voytek, Bradley, Welzel, Julius, Wilson, Martin, Yarkoni, Tal, Gorgolewski, Krzysztof J.

Subject Terms: Quantitative Biology - Other Quantitative Biology

Access URL: http://arxiv.org/abs/2309.05768

A streamable large-scale clinical EEG dataset for Deep Learning

Authors: Truong, Dung, Sinha, Manisha, Venkataraju, Kannan Umadevi, Milham, Michael, Delorme, Arnaud

Source: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2022 44th Annual International Conference of the IEEE. :1058-1061 Jul, 2022

Relation: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

A Comparison of Neuroelectrophysiology Databases

Authors: Subash, Priyanka, Gray, Alex, Boswell, Misque, Cohen, Samantha L., Garner, Rachael, Salehi, Sana, Fisher, Calvary, Hobel, Samuel, Ghosh, Satrajit, Halchenko, Yaroslav, Dichter, Benjamin, Poldrack, Russell A., Markiewicz, Chris, Hermes, Dora, Delorme, Arnaud, Makeig, Scott, Behan, Brendan, Sparks, Alana, Arnott, Stephen R, Wang, Zhengjia, Magnotti, John, Beauchamp, Michael S., Pouratian, Nader, Toga, Arthur W., Duncan, Dominique

Subject Terms: Quantitative Biology - Quantitative Methods, Computer Science - Databases

Access URL: http://arxiv.org/abs/2306.15041

Automated Data Cleaning for the Muse EEG

Authors: Delorme, Arnaud, Martin, Jeffery A.

Source: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2021 IEEE International Conference on. :1-5 Dec, 2021

Relation: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Validating the wearable MUSE headset for EEG spectral analysis and Frontal Alpha Asymmetry

Authors: Cannard, Cedric, Wahbeh, Helane, Delorme, Arnaud

Source: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2021 IEEE International Conference on. :3603-3610 Dec, 2021

Relation: 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features

Authors: Truong, Dung, Milham, Michael, Makeig, Scott, Delorme, Arnaud

Source: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2021 43rd Annual International Conference of the IEEE. :1039-1042 Nov, 2021

Relation: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Decreased PTSD symptoms following a lucid dreaming workshop: A randomized controlled study

Authors: Yount, Garret ^{a, ⁎}, Stumbrys, Tadas ^b, Taddeo, Sitara ^a, Cannard, Cedric ^{a, c}, Delorme, Arnaud ^{a, c, d, e}, Kriegsman, Michael ^a, Wahbeh, Helané ^{a, f}

Source: In European Journal of Trauma & Dissociation March 2025 9(1)

Oscillating Mindfully: Using Machine Learning to Characterize Systems-Level Electrophysiological Activity During Focused Attention Meditation

Authors: Aviad, Noga ^a, Moskovich, Oz ^b, Orenstein, Ophir ^b, Benger, Etam ^c, Delorme, Arnaud ^{d, e}, Bernstein, Amit ^{a, f, ∗}

Source: In Biological Psychiatry Global Open Science March 2025 5(2)

Tools for Importing and Evaluating BIDS-EEG Formatted Data

Authors: Delorme, Arnaud, Truong, Dung, Martinez-Cancino, Ramon, Pernet, Cyril, Sivagnanam, Subha, Yoshimoto, Kenneth, Poldrack, Russ, Majumdar, Amit, Makeig, Scott

Source: 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER) Neural Engineering (NER), 2021 10th International IEEE/EMBS Conference on. :210-213 May, 2021

Relation: 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)

Computing Phase Amplitude Coupling in EEGLAB: PACTools

Authors: Martinez-Cancino, Ramon, Delorme, Arnaud, Kreutz-Delgado, Kenneth, Makeig, Scott

Source: 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) BIBE Bioinformatics and Bioengineering (BIBE), 2020 IEEE 20th International Conference on. :387-394 Oct, 2020

Relation: 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE)

Examining the effects of biofield therapy through simultaneous assessment of electrophysiological and cellular outcomes.

Authors: Cohen, Lorenzo¹ (AUTHOR) lcohen@mdanderson.org, Delorme, Arnaud^2,3 (AUTHOR), Cusimano, Andrew¹ (AUTHOR), Chakraborty, Sharmistha¹ (AUTHOR), Nguyen, Phuong¹ (AUTHOR), Deng, Defeng¹ (AUTHOR), Iqbal, Shafaqmuhammad¹ (AUTHOR), Nelson, Monica¹ (AUTHOR), Wei, Daoyan¹ (AUTHOR), Fields, Chris⁴ (AUTHOR), Yang, Peiying¹ (AUTHOR)

Source: Scientific Reports. 12/2/2024, Vol. 14 Issue 1, p1-15. 15p.

NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data

Authors: Delorme, Arnaud, Truong, Dung, Youn, Choonhan, Sivagnanam, Subha, Yoshimoto, Kenneth, Poldrack, Russell A., Majumdar, Amit, Makeig, Scott

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2203.02568

Creative self-belief responses versus manual and automated alternate use task scoring: A cross-sectional study

Authors: Wahbeh, Helané, Cannard, Cedric, Yount, Garret, Delorme, Arnaud, Radin, Dean

Source: In Journal of Creativity December 2024 34(3)

Assessing learned features of Deep Learning applied to EEG

Authors: Truong, Dung, Makeig, Scott, Delorme, Arnaud

Subject Terms: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2111.04309