Automatic detection of childhood absence epilepsy seizures

Automatic detection of childhood absence epilepsy seizures: toward a monitoring device

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Standard

Automatic detection of childhood absence epilepsy seizures : toward a monitoring device. / Duun-Henriksen, Jonas; Madsen, Rasmus; Remvig, Line S; Thomsen, Carsten E; Sorensen, Helge B D; Kjaer, Troels W.

I: Pediatric Neurology, Bind 46, Nr. 5, 2012, s. 287-92.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

Duun-Henriksen, J, Madsen, R, Remvig, LS, Thomsen, CE, Sorensen, HBD & Kjaer, TW 2012, 'Automatic detection of childhood absence epilepsy seizures: toward a monitoring device', Pediatric Neurology, bind 46, nr. 5, s. 287-92. https://doi.org/10.1016/j.pediatrneurol.2012.02.018

APA

Duun-Henriksen, J., Madsen, R., Remvig, L. S., Thomsen, C. E., Sorensen, H. B. D., & Kjaer, T. W. (2012). Automatic detection of childhood absence epilepsy seizures: toward a monitoring device. Pediatric Neurology, 46(5), 287-92. https://doi.org/10.1016/j.pediatrneurol.2012.02.018

Vancouver

Duun-Henriksen J, Madsen R, Remvig LS, Thomsen CE, Sorensen HBD, Kjaer TW. Automatic detection of childhood absence epilepsy seizures: toward a monitoring device. Pediatric Neurology. 2012;46(5):287-92. https://doi.org/10.1016/j.pediatrneurol.2012.02.018

Author

Duun-Henriksen, Jonas ; Madsen, Rasmus ; Remvig, Line S ; Thomsen, Carsten E ; Sorensen, Helge B D ; Kjaer, Troels W. / Automatic detection of childhood absence epilepsy seizures : toward a monitoring device. I: Pediatric Neurology. 2012 ; Bind 46, Nr. 5. s. 287-92.

Bibtex

@article{f031dc3c33844fe59cce49f2656d5811,

title = "Automatic detection of childhood absence epilepsy seizures: toward a monitoring device",

abstract = "Automatic detections of paroxysms in patients with childhood absence epilepsy have been neglected for several years. We acquire reliable detections using only a single-channel brainwave monitor, allowing for unobtrusive monitoring of antiepileptic drug effects. Ultimately we seek to obtain optimal long-term prognoses, balancing antiepileptic effects and side effects. The electroencephalographic appearance of paroxysms in childhood absence epilepsy is fairly homogeneous, making it feasible to develop patient-independent automatic detection. We implemented a state-of-the-art algorithm to investigate the performance of paroxysm detection. Using only a single scalp electroencephalogram channel from 20 patients with a total of 125 paroxysms >2 seconds, 97.2% of paroxysms could be detected with no false detections. This result leads us to recommend further investigations of tiny, one-channel electroencephalogram systems in an ambulatory setting.",

author = "Jonas Duun-Henriksen and Rasmus Madsen and Remvig, {Line S} and Thomsen, {Carsten E} and Sorensen, {Helge B D} and Kjaer, {Troels W}",

year = "2012",

doi = "10.1016/j.pediatrneurol.2012.02.018",

language = "English",

volume = "46",

pages = "287--92",

journal = "Pediatric Neurology",

issn = "0887-8994",

publisher = "Elsevier",

number = "5",

}

RIS

TY - JOUR

T1 - Automatic detection of childhood absence epilepsy seizures

T2 - toward a monitoring device

AU - Duun-Henriksen, Jonas

AU - Madsen, Rasmus

AU - Remvig, Line S

AU - Thomsen, Carsten E

AU - Sorensen, Helge B D

AU - Kjaer, Troels W

PY - 2012

Y1 - 2012

N2 - Automatic detections of paroxysms in patients with childhood absence epilepsy have been neglected for several years. We acquire reliable detections using only a single-channel brainwave monitor, allowing for unobtrusive monitoring of antiepileptic drug effects. Ultimately we seek to obtain optimal long-term prognoses, balancing antiepileptic effects and side effects. The electroencephalographic appearance of paroxysms in childhood absence epilepsy is fairly homogeneous, making it feasible to develop patient-independent automatic detection. We implemented a state-of-the-art algorithm to investigate the performance of paroxysm detection. Using only a single scalp electroencephalogram channel from 20 patients with a total of 125 paroxysms >2 seconds, 97.2% of paroxysms could be detected with no false detections. This result leads us to recommend further investigations of tiny, one-channel electroencephalogram systems in an ambulatory setting.

AB - Automatic detections of paroxysms in patients with childhood absence epilepsy have been neglected for several years. We acquire reliable detections using only a single-channel brainwave monitor, allowing for unobtrusive monitoring of antiepileptic drug effects. Ultimately we seek to obtain optimal long-term prognoses, balancing antiepileptic effects and side effects. The electroencephalographic appearance of paroxysms in childhood absence epilepsy is fairly homogeneous, making it feasible to develop patient-independent automatic detection. We implemented a state-of-the-art algorithm to investigate the performance of paroxysm detection. Using only a single scalp electroencephalogram channel from 20 patients with a total of 125 paroxysms >2 seconds, 97.2% of paroxysms could be detected with no false detections. This result leads us to recommend further investigations of tiny, one-channel electroencephalogram systems in an ambulatory setting.

U2 - 10.1016/j.pediatrneurol.2012.02.018

DO - 10.1016/j.pediatrneurol.2012.02.018

M3 - Journal article

C2 - 22520349

VL - 46

SP - 287

EP - 292

JO - Pediatric Neurology

JF - Pediatric Neurology

SN - 0887-8994

IS - 5

ER -

ID: 40342335