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

ASJC Scopus Subject Areas

General

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10.1038/s41598-021-01449-2

Cite this

@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",

issn = "2045-2322",

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TY - JOUR

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

UR - https://www.scopus.com/pages/publications/85118684958

UR - https://www.scopus.com/pages/publications/85118684958#tab=citedBy

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

ASJC Scopus Subject Areas

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