Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning

Mona Nasseri; Tal Pal Attia; Boney Joseph; Nicholas M. Gregg; Ewan S. Nurse; Pedro F. Viana; Gregory Worrell; Matthias Dümpelmann; Mark P. Richardson; Dean R. Freestone; Benjamin H. Brinkmann

doi:10.1038/s41598-021-01449-2

Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning

Mona Nasseri, Tal Pal Attia, Boney Joseph, Nicholas M. Gregg, Ewan S. Nurse, Pedro F. Viana, Gregory Worrell, Matthias Dümpelmann, Mark P. Richardson, Dean R. Freestone, Benjamin H. Brinkmann

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

Original language	English
Article number	21935
Journal	Scientific Reports
Volume	11
Issue number	1
DOIs	https://doi.org/10.1038/s41598-021-01449-2
State	Published - Dec 2021
Externally published	Yes

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10.1038/s41598-021-01449-2

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@article{85660884721443969c6e53196669690e,

title = "Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning",

author = "Mona Nasseri and {Pal Attia}, Tal and Boney Joseph and Gregg, {Nicholas M.} and Nurse, {Ewan S.} and Viana, {Pedro F.} and Gregory Worrell and Matthias D{\"u}mpelmann and Richardson, {Mark P.} and Freestone, {Dean R.} and Brinkmann, {Benjamin H.}",

note = "Publisher Copyright: {\textcopyright} 2021, The Author(s).",

year = "2021",

month = dec,

doi = "10.1038/s41598-021-01449-2",

language = "English",

volume = "11",

journal = "Scientific Reports",

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T1 - Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning

AU - Nasseri, Mona

AU - Pal Attia, Tal

AU - Joseph, Boney

AU - Gregg, Nicholas M.

AU - Nurse, Ewan S.

AU - Viana, Pedro F.

AU - Worrell, Gregory

AU - Dümpelmann, Matthias

AU - Richardson, Mark P.

AU - Freestone, Dean R.

AU - Brinkmann, Benjamin H.

PY - 2021/12

Y1 - 2021/12

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U2 - 10.1038/s41598-021-01449-2

DO - 10.1038/s41598-021-01449-2

M3 - Article

C2 - 34754043

AN - SCOPUS:85118684958

SN - 2045-2322

VL - 11

JO - Scientific Reports

JF - Scientific Reports

IS - 1

M1 - 21935

ER -

Ambulatory seizure forecasting with a wrist-worn device using long-short term memory deep learning

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