Toward automated prediction of sudden unexpected death in epilepsy
Author:
Affiliation:
1. Department of Neuroscience , Ohio State University , Columbus , OH 43210 , USA
2. Department of Biomedical Informatics , Ohio State University , Columbus , OH 43210 , USA
Abstract
Publisher
Walter de Gruyter GmbH
Subject
General Neuroscience
Link
https://www.degruyter.com/document/doi/10.1515/revneuro-2022-0024/pdf
Reference120 articles.
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2. Abrol, A., Fu, Z., Salman, M., Silva, R., Du, Y., Plis, S., and Calhoun, V. (2021). Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning. Nat. Commun. 12: 353. https://doi.org/10.1038/s41467-020-20655-6.
3. Acharya, U.R., Hagiwara, Y., and Adeli, H. (2018). Automated seizure prediction. Epilepsy Behav. 88: 251–261. https://doi.org/10.1016/j.yebeh.2018.09.030.
4. Aiba, I. and Noebels, J.L. (2015). Spreading depolarization in the brainstem mediates sudden cardiorespiratory arrest in mouse SUDEP models. Sci. Transl. Med. 7, 282ra246. https://doi.org/10.1126/scitranslmed.aaa4050.
5. Aiba, I., Wehrens, X.H., and Noebels, J.L. (2016). Leaky RyR2 channels unleash a brainstem spreading depolarization mechanism of sudden cardiac death. Proc. Natl. Acad. Sci. USA 113: E4895–E4903. https://doi.org/10.1073/pnas.1605216113.
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1. Machine Learning and Artificial Intelligence Applications to Epilepsy: a Review for the Practicing Epileptologist;Current Neurology and Neuroscience Reports;2023-12
2. Hybrid Network for Patient-Specific Seizure Prediction from EEG Data;International Journal of Neural Systems;2023-10-16
3. Deep Learning-Based Classification of Epileptic Electroencephalography Signals Using a Concentrated Time-Frequency Approach;International Journal of Neural Systems;2023-10-13
4. A unified hypothesis of SUDEP: Seizure‐induced respiratory depression induced by adenosine may lead to SUDEP but can be prevented by autoresuscitation and other restorative respiratory response mechanisms mediated by the action of serotonin on the periaqueductal gray;Epilepsia;2023-02-15
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