Semi-supervised training data selection improves seizure forecasting in canines with epilepsy

Mona Nasseri; Vaclav Kremen; Petr Nejedly; Inyong Kim; Su Youne Chang; Hang Joon Jo; Hari Guragain; Nathaniel Nelson; Edward Patterson; Beverly K. Sturges; Chelsea M. Crowe; Tim Denison; Benjamin H. Brinkmann; Gregory A. Worrell

doi:10.1016/j.bspc.2019.101743

Semi-supervised training data selection improves seizure forecasting in canines with epilepsy

Mona Nasseri, Vaclav Kremen, Petr Nejedly, Inyong Kim, Su Youne Chang, Hang Joon Jo, Hari Guragain, Nathaniel Nelson, Edward Patterson, Beverly K. Sturges, Chelsea M. Crowe, Tim Denison, Benjamin H. Brinkmann, Gregory A. Worrell

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

Original language	English
Article number	101743
Journal	Biomedical Signal Processing and Control
Volume	57
DOIs	https://doi.org/10.1016/j.bspc.2019.101743
State	Published - Mar 2020
Externally published	Yes

ASJC Scopus Subject Areas

Signal Processing
Biomedical Engineering
Health Informatics

Keywords

Hierarchical clustering
Machine learning
Seizure forecasting

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10.1016/j.bspc.2019.101743

Cite this

Nasseri, M., Kremen, V., Nejedly, P., Kim, I., Chang, S. Y., Jo, H. J., Guragain, H., Nelson, N., Patterson, E., Sturges, B. K., Crowe, C. M., Denison, T., Brinkmann, B. H., & Worrell, G. A. (2020). Semi-supervised training data selection improves seizure forecasting in canines with epilepsy. Biomedical Signal Processing and Control, 57, Article 101743. https://doi.org/10.1016/j.bspc.2019.101743

@article{73296551707242e0a32331f934c08c63,

title = "Semi-supervised training data selection improves seizure forecasting in canines with epilepsy",

keywords = "Hierarchical clustering, Machine learning, Seizure forecasting",

author = "Mona Nasseri and Vaclav Kremen and Petr Nejedly and Inyong Kim and Chang, \{Su Youne\} and Jo, \{Hang Joon\} and Hari Guragain and Nathaniel Nelson and Edward Patterson and Sturges, \{Beverly K.\} and Crowe, \{Chelsea M.\} and Tim Denison and Brinkmann, \{Benjamin H.\} and Worrell, \{Gregory A.\}",

note = "Publisher Copyright: {\textcopyright} 2019 Elsevier Ltd",

year = "2020",

month = mar,

doi = "10.1016/j.bspc.2019.101743",

language = "English",

volume = "57",

journal = "Biomedical Signal Processing and Control",

issn = "1746-8094",

}

TY - JOUR

T1 - Semi-supervised training data selection improves seizure forecasting in canines with epilepsy

AU - Nasseri, Mona

AU - Kremen, Vaclav

AU - Nejedly, Petr

AU - Kim, Inyong

AU - Chang, Su Youne

AU - Jo, Hang Joon

AU - Guragain, Hari

AU - Nelson, Nathaniel

AU - Patterson, Edward

AU - Sturges, Beverly K.

AU - Crowe, Chelsea M.

AU - Denison, Tim

AU - Brinkmann, Benjamin H.

AU - Worrell, Gregory A.

PY - 2020/3

Y1 - 2020/3

KW - Hierarchical clustering

KW - Machine learning

KW - Seizure forecasting

UR - https://www.scopus.com/pages/publications/85074854563

UR - https://www.scopus.com/inward/citedby.url?scp=85074854563&partnerID=8YFLogxK

U2 - 10.1016/j.bspc.2019.101743

DO - 10.1016/j.bspc.2019.101743

M3 - Article

AN - SCOPUS:85074854563

SN - 1746-8094

VL - 57

JO - Biomedical Signal Processing and Control

JF - Biomedical Signal Processing and Control

M1 - 101743

ER -

Semi-supervised training data selection improves seizure forecasting in canines with epilepsy

ASJC Scopus Subject Areas

Keywords

Access to Document

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