Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection

J. G. Bogaarts; E. D. Gommer; D. M. W. Hilkman; V. H. J. M. van Kranen-Mastenbroek; J. P. H. Reulen

doi:10.1007/s11517-016-1468-y

Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection

J. G. Bogaarts^*, E. D. Gommer, D. M. W. Hilkman, V. H. J. M. van Kranen-Mastenbroek, J. P. H. Reulen

^*Corresponding author for this work

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

Original language	English
Pages (from-to)	1285-1293
Journal	Medical & Biological Engineering & Computing
Volume	54
Issue number	8
DOIs	https://doi.org/10.1007/s11517-016-1468-y
Publication status	Published - Aug 2016

Keywords

Age independent
Electroencephalography
Epilepsy
Classification
Support vector machines

Access to Document

10.1007/s11517-016-1468-y

Cite this

@article{5b8d253efe3141d481ff3a49428ae791,

title = "Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection",

keywords = "Age independent, Electroencephalography, Epilepsy, Classification, Support vector machines",

author = "Bogaarts, {J. G.} and Gommer, {E. D.} and Hilkman, {D. M. W.} and {van Kranen-Mastenbroek}, {V. H. J. M.} and Reulen, {J. P. H.}",

year = "2016",

month = aug,

doi = "10.1007/s11517-016-1468-y",

language = "English",

volume = "54",

pages = "1285--1293",

journal = "Medical & Biological Engineering & Computing",

issn = "0140-0118",

publisher = "Springer",

number = "8",

}

Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection. / Bogaarts, J. G.; Gommer, E. D.; Hilkman, D. M. W.; van Kranen-Mastenbroek, V. H. J. M.; Reulen, J. P. H.

In: Medical & Biological Engineering & Computing, Vol. 54, No. 8, 08.2016, p. 1285-1293.

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

TY - JOUR

T1 - Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection

AU - Bogaarts, J. G.

AU - Gommer, E. D.

AU - Hilkman, D. M. W.

AU - van Kranen-Mastenbroek, V. H. J. M.

AU - Reulen, J. P. H.

PY - 2016/8

Y1 - 2016/8

KW - Age independent

KW - Electroencephalography

KW - Epilepsy

KW - Classification

KW - Support vector machines

U2 - 10.1007/s11517-016-1468-y

DO - 10.1007/s11517-016-1468-y

M3 - Article

C2 - 27032931

VL - 54

SP - 1285

EP - 1293

JO - Medical & Biological Engineering & Computing

JF - Medical & Biological Engineering & Computing

SN - 0140-0118

IS - 8

ER -