Deep-learning for seizure forecasting in canines with epilepsy

Petr Nejedly; Vaclav Kremen; Vladimir Sladky; Mona Nasseri; Hari Guragain; Petr Klimes; Jan Cimbalnik; Yogatheesan Varatharajah; Benjamin H. Brinkmann; Gregory A. Worrell

doi:10.1088/1741-2552/ab172d

Deep-learning for seizure forecasting in canines with epilepsy

Petr Nejedly, Vaclav Kremen, Vladimir Sladky, Mona Nasseri, Hari Guragain, Petr Klimes, Jan Cimbalnik, Yogatheesan Varatharajah, Benjamin H. Brinkmann, Gregory A. Worrell

Mayo Clinic

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	036031
Journal	Journal of Neural Engineering
Volume	16
Issue number	3
DOIs	https://doi.org/10.1088/1741-2552/ab172d
State	Published - 2019
Externally published	Yes

ASJC Scopus Subject Areas

Biomedical Engineering
Cellular and Molecular Neuroscience

Keywords

Canine epilepsy
Convolutional neural networks (CNN)
Deep learning
Epilepsy
Machine learning
Monte Carlo simulation
Real-time seizure forecasting

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10.1088/1741-2552/ab172d

Cite this

@article{f68c7467b7e745b78617e23207a30627,

title = "Deep-learning for seizure forecasting in canines with epilepsy",

keywords = "Canine epilepsy, Convolutional neural networks (CNN), Deep learning, Epilepsy, Machine learning, Monte Carlo simulation, Real-time seizure forecasting",

author = "Petr Nejedly and Vaclav Kremen and Vladimir Sladky and Mona Nasseri and Hari Guragain and Petr Klimes and Jan Cimbalnik and Yogatheesan Varatharajah and Brinkmann, {Benjamin H.} and Worrell, {Gregory A.}",

note = "Publisher Copyright: {\textcopyright} 2019 IOP Publishing Ltd.",

year = "2019",

doi = "10.1088/1741-2552/ab172d",

language = "English",

volume = "16",

number = "3",

}

TY - JOUR

T1 - Deep-learning for seizure forecasting in canines with epilepsy

AU - Nejedly, Petr

AU - Kremen, Vaclav

AU - Sladky, Vladimir

AU - Nasseri, Mona

AU - Guragain, Hari

AU - Klimes, Petr

AU - Cimbalnik, Jan

AU - Varatharajah, Yogatheesan

AU - Brinkmann, Benjamin H.

AU - Worrell, Gregory A.

PY - 2019

Y1 - 2019

KW - Canine epilepsy

KW - Convolutional neural networks (CNN)

KW - Deep learning

KW - Epilepsy

KW - Machine learning

KW - Monte Carlo simulation

KW - Real-time seizure forecasting

UR - http://www.scopus.com/inward/record.url?scp=85065805741&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85065805741&partnerID=8YFLogxK

U2 - 10.1088/1741-2552/ab172d

DO - 10.1088/1741-2552/ab172d

M3 - Article

C2 - 30959492

AN - SCOPUS:85065805741

SN - 1741-2560

VL - 16

JO - Journal of Neural Engineering

JF - Journal of Neural Engineering

IS - 3

M1 - 036031

ER -

Deep-learning for seizure forecasting in canines with epilepsy

ASJC Scopus Subject Areas

Keywords

Access to Document

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