Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction

S. Raghu; Natarajan Sriraam; Erik D. Gommer; Danny M. W. Hilkman; Yasin Temel; Shyam Vasudeva Rao; Alangar Satyaranjandas Hegde; Pieter L. Kubben

doi:10.1016/j.clinph.2020.03.033

Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction

S. Raghu, Natarajan Sriraam^*, Erik D. Gommer, Danny M. W. Hilkman, Yasin Temel, Shyam Vasudeva Rao, Alangar Satyaranjandas Hegde, Pieter L. Kubben

^*Corresponding author for this work

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

Original language	English
Pages (from-to)	1567-1578
Number of pages	12
Journal	Clinical Neurophysiology
Volume	131
Issue number	7
DOIs	https://doi.org/10.1016/j.clinph.2020.03.033
Publication status	Published - Jul 2020

Keywords

Adaptive median feature baseline correction
Cross-database
Epileptic seizures
Matrix determinant
Successive decomposition index
Support vector machine
SIGNAL CLASSIFICATION
WAVELET TRANSFORM
LOG ENERGY
SVM
NORMALIZATION
RECOGNITION
ENTROPIES
NETWORKS
RECORDS
SYSTEM

Access to Document

10.1016/j.clinph.2020.03.033

Cite this

Raghu, S., Sriraam, N., Gommer, E. D., Hilkman, D. M. W., Temel, Y., Rao, S. V., Hegde, A. S., & Kubben, P. L. (2020). Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction. Clinical Neurophysiology, 131(7), 1567-1578. https://doi.org/10.1016/j.clinph.2020.03.033

@article{b0e86446f5754b4d87c1068830e4685d,

title = "Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction",

keywords = "Adaptive median feature baseline correction, Cross-database, Epileptic seizures, Matrix determinant, Successive decomposition index, Support vector machine, SIGNAL CLASSIFICATION, WAVELET TRANSFORM, LOG ENERGY, SVM, NORMALIZATION, RECOGNITION, ENTROPIES, NETWORKS, RECORDS, SYSTEM",

author = "S. Raghu and Natarajan Sriraam and Gommer, {Erik D.} and Hilkman, {Danny M. W.} and Yasin Temel and Rao, {Shyam Vasudeva} and Hegde, {Alangar Satyaranjandas} and Kubben, {Pieter L.}",

year = "2020",

month = jul,

doi = "10.1016/j.clinph.2020.03.033",

language = "English",

volume = "131",

pages = "1567--1578",

journal = "Clinical Neurophysiology",

issn = "1388-2457",

publisher = "Elsevier Ireland Ltd",

number = "7",

}

Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction. / Raghu, S.; Sriraam, Natarajan; Gommer, Erik D.; Hilkman, Danny M. W.; Temel, Yasin; Rao, Shyam Vasudeva; Hegde, Alangar Satyaranjandas; Kubben, Pieter L.

In: Clinical Neurophysiology, Vol. 131, No. 7, 07.2020, p. 1567-1578.

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

TY - JOUR

T1 - Cross-database evaluation of EEG based epileptic seizures detection driven by adaptive median feature baseline correction

AU - Raghu, S.

AU - Sriraam, Natarajan

AU - Gommer, Erik D.

AU - Hilkman, Danny M. W.

AU - Temel, Yasin

AU - Rao, Shyam Vasudeva

AU - Hegde, Alangar Satyaranjandas

AU - Kubben, Pieter L.

PY - 2020/7

Y1 - 2020/7

KW - Adaptive median feature baseline correction

KW - Cross-database

KW - Epileptic seizures

KW - Matrix determinant

KW - Successive decomposition index

KW - Support vector machine

KW - SIGNAL CLASSIFICATION

KW - WAVELET TRANSFORM

KW - LOG ENERGY

KW - SVM

KW - NORMALIZATION

KW - RECOGNITION

KW - ENTROPIES

KW - NETWORKS

KW - RECORDS

KW - SYSTEM

U2 - 10.1016/j.clinph.2020.03.033

DO - 10.1016/j.clinph.2020.03.033

M3 - Article

VL - 131

SP - 1567

EP - 1578

JO - Clinical Neurophysiology

JF - Clinical Neurophysiology

SN - 1388-2457

IS - 7

ER -