Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Author:

Kuhlmann Levin123,Karoly Philippa12,Freestone Dean R1,Brinkmann Benjamin H4,Temko Andriy5,Barachant Alexandre6,Li Feng7,Titericz Gilberto8,Lang Brian W9,Lavery Daniel9,Roman Kelly9,Broadhead Derek9,Dobson Scott9,Jones Gareth10,Tang Qingnan11,Ivanenko Irina12,Panichev Oleg12,Proix Timothée1314,Náhlík Michal15,Grunberg Daniel B16,Reuben Chip17,Worrell Gregory4,Litt Brian18,Liley David T J13,Grayden David B12,Cook Mark J1

Affiliation:

1. Department of Medicine – St. Vincent’s, The University of Melbourne, Parkville VIC, Australia

2. NeuroEngineering Lab, Department of Biomedical Engineering, The University of Melbourne, Parkville VIC, Australia

3. Brain Dynamics Lab, Centre for Human Psychopharmacology, Swinburne University of Technology, Hawthorn VIC, Australia

4. Mayo Systems Electrophysiology Laboratory, Departments of Neurology and Biomedical Engineering, Mayo Clinic, Rochester, MN, USA

5. Irish Centre for Fetal and Neonatal Translational Research, University College Cork, Cork, Ireland

6. Grenoble, France

7. Minnesota, USA

8. California, USA

9. Areté Associates, 1550 Crystal Drive, Suite 703, Arlington, VA, USA

10. UCL Ear Institute, 332 Gray’s Inn Road, London WC1X 8EE, UK

11. Department of Physics, National University of Singapore, Singapore

12. Kyiv, Ukraine

13. Department of Neuroscience, Brown University, Providence, Rhode Island, USA

14. Center for Neurorestoration and Neurotechnology, U.S. Department of Veterans Affairs, Providence, Rhode Island, USA

15. Prague, Czech Republic

16. Solverworld, Suite 140, 1337 Mass. Ave, Arlington, Massachusetts, USA

17. Redondo Beach, CA, USA

18. University of Pennsylvania, Penn Center for Neuroengineering and Therapeutics, Philadelphia, PA, USA

Funder

American Epilepsy Society

MathWorks Corporation

National Institute of Neurological Disorders and Stroke

University of Melbourne

National Health and Medical Research Council

Science Foundation Ireland Research Centre Award

National Institute of Neurological Disorders and Stroke (NINDS)

National Institutes of Health (NIH)

NIH

James S McDonnell Foundation

Publisher

Oxford University Press (OUP)

Subject

Clinical Neurology

Reference35 articles.

1. Classification of covariance matrices using a Riemannian-based kernel for BCI applications;Barachant;Neurocomputing,2013

2. Multi-day rhythms modulate seizure risk in epilepsy;Baud;Nat Commun,2018

3. Crowdsourcing reproducible seizure forecasting in human and canine epilepsy;Brinkmann;Brain,2016

4. Xgboost: A scalable tree boosting system. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; 2016;Chen;ACM,2016

5. Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review;Congedo;Brain-Computer Interfaces,2017

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