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Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

N. Wagh, J. Wei, S. Rawal, B. Berry, L. Barnard, B. Brinkmann, G. Worrell, D. Jones, and Y. Varatharajah. ML4H@NeurIPS, volume 158 of Proceedings of Machine Learning Research, page 130-142. PMLR, (2021)

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Nils H Brinkmann

Benjamin Franz Brinkmann

H -H Kaatz

Florian H H Giesert

Lobna H airall h

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Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.N. Wagh, J. Wei, S. Rawal, B. Berry, L. Barnard, B. Brinkmann, G. Worrell, D. Jones, and Y. Varatharajah. ML4H@NeurIPS, volume 158 of Proceedings of Machine Learning Research, page 130-142. PMLR, (2021)Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus.Y. Varatharajah, B. Berry, B. Joseph, I. Balzekas, V. Kremen, B. Brinkmann, G. Worrell, and R. Iyer. EMBC, page 3460-3464. IEEE, (2020)Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering.Y. Varatharajah, B. Berry, Z. Kalbarczyk, B. Brinkmann, G. Worrell, and R. Iyer. NER, page 533-539. IEEE, (2017)Reliable seizure prediction from EEG data.V. Cherkassky, B. Veber, J. Lee, H. Shiao, N. Patterson, G. Worrell, and B. Brinkmann. IJCNN, page 1-8. IEEE, (2015)Deep Generative Networks for Algorithm Development in Implantable Neural Technology.F. Mivalt, V. Sladky, I. Balzekas, T. Pridalova, K. Miller, J. Gompel, T. Denison, B. Brinkmann, V. Kremen, and G. Worrell. SMC, page 1736-1741. IEEE, (2022)Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices.V. Sladky, V. Kremen, K. McQuown, F. Mivalt, B. Brinkmann, J. Gompel, K. Miller, T. Denison, and G. Worrell. SMC, page 1730-1735. IEEE, (2022)A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders.S. Stanslaski, J. Herron, T. Chouinard, D. Bourget, B. Isaacson, V. Kremen, E. Opri, W. Drew, B. Brinkmann, A. Gunduz and 3 other author(s). IEEE Trans. Biomed. Circuits Syst., 12 (6): 1230-1245 (2018)Convolutional Neural Networks for Epileptic Seizure Prediction.M. Eberlein, R. Hildebrand, R. Tetzlaff, N. Hoffmann, L. Kuhlmann, B. Brinkmann, and J. Müller. BIBM, page 2577-2582. IEEE Computer Society, (2018)Quantitative analysis of statistical methods of grayscale inhomogeneity correction in magnetic resonance images.B. Brinkmann, A. Manduca, and R. Robb. Medical Imaging: Image Processing, volume 2710 of SPIE Proceedings, SPIE, (1996)Using functional MRI alone for localization in focal epilepsy.C. Zhang, Y. Lu, B. Brinkmann, K. Welker, G. Worrell, and B. He. EMBC, page 730-733. IEEE, (2014)

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Disambiguation of "Brinkmann, Benjamin H."

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Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

Please choose a person to relate this publication to

Nils H Brinkmann

Benjamin Franz Brinkmann

H -H Kaatz

Florian H H Giesert

Lobna H airall h

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Brinkmann, Benjamin H."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

Please choose a person to relate this publication to

Nils H Brinkmann

Benjamin Franz Brinkmann

H -H Kaatz

Florian H H Giesert

Lobna H airall h

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
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APA
Chicago
DIN 1505
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Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.