A comparison between detectors of high frequency oscillations

Clinical Neurophysiology

Volumn 123, Issue 1, 2012, Pages 106-116

  Zelmann, R ^a   Mari, F ^a   Jacobs, J ^a   Zijlmans, M ^a   Dubeau, F ^a   Gotman, J ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Automatic detector; HFO; High frequency oscillations; Intracerebral EEG

Indexed keywords

AMYGDALOID NUCLEUS; ARTICLE; CLINICAL ARTICLE; ELECTROENCEPHALOGRAM; HIGH FREQUENCY OSCILLATION; HILBERT DETECTOR; HIPPOCAMPUS; HUMAN; INTRACTABLE EPILEPSY; LINELENGTH DETECTOR; MEDICAL INSTRUMENTATION; MONTREAL NEUROLOGICAL INSTITUTE DETECTOR; NEOCORTEX; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; ROOT MEAN SQUARE DETECTOR; SENSITIVITY AND SPECIFICITY;

ADULT; BIOLOGICAL CLOCKS; BRAIN MAPPING; ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; EPILEPSY; FEMALE; HUMANS; MALE; MIDDLE AGED; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SLEEP;

EID: 84655167652     PISSN: 13882457     EISSN: 18728952     Source Type: Journal    
DOI: 10.1016/j.clinph.2011.06.006     Document Type: Article

References (29)

1. Bagshaw A.P., Jacobs J., LeVan P., Dubeau F., Gotman J. Effect of sleep stage on interictal high-frequency oscillations recorded from depth macroelectrodes in patients with focal epilepsy. Epilepsia 2009, 50:617-628.
2. Benar C.G., Chauviere L., Bartolomei F., Wendling F. Pitfalls of high-pass filtering for detecting epileptic oscillations: a technical note on " false" ripples. Clin Neurophysiol 2010, 121:301-310.
3. Blanco J.A., Stead M., Krieger A., Viventi J., Marsh W.R., Lee K.H., et al. Unsupervised classification of high-frequency oscillations in human neocortical epilepsy and control patients. J Neurophysiol 2010, 104:2900-2912.
4. Bragin A., Engel J., Wilson C.L., Fried I., Mathern G.W. Hippocampal and entorhinal cortex high-frequency oscillations (100-500Hz) in human epileptic brain and in kainic acid-treated rats with chronic seizures. Epilepsia 1999, 40:127-137.
5. Bragin A., Engel J., Wilson C.L., Vizentin E., Mathern G.W. Electrophysiologic analysis of a chronic seizure model after unilateral hippocampal KA injection. Epilepsia 1999, 40:1210-1221.
6. Chander R. Algorithms to detect high frequency oscillations in human intracerebral EEG [Thesis (M. Eng.)]; 2007.
7. Cohen J. A coefficient of agreement for nominal scales. Educ Psychol Meas 1960, 20:37-46.
8. Crepon B., Navarro V., Hasboun D., Clemenceau S., Martinerie J., Baulac M., et al. Mapping interictal oscillations greater than 200Hz recorded with intracranial macroelectrodes in human epilepsy. Brain 2010, 133:33-45.
9. Engel J., Bragin A., Staba R., Mody I. High-frequency oscillations: what is normal and what is not?. Epilepsia 2009, 50:598-604.
10. Esteller R., Echauz J., Tcheng T., Litt B., Pless B. Line length: an efficient feature for seizure onset detection. Conf Proc IEEE Eng Med Biol Soc 2001, 2:1707-1710.
11. Fawcett T. An introduction to ROC analysis. Pattern Recognit Lett 2006;27.
12. Gardner A.B., Worrell G.A., Marsh E., Dlugos D., Litt B. Human and automated detection of high-frequency oscillations in clinical intracranial EEG recordings. Clin Neurophysiol 2007, 118:1134-1143.
13. Gotman J., Wang L.Y. State dependent spike detection: validation. Electroencephalogr Clin Neurophysiol 1992, 83:12-18.
14. Jacobs J., LeVan P., Chander R., Hall J., Dubeau F., Gotman J. Interictal high-frequency oscillations (80-500Hz) are an indicator of seizure onset areas independent of spikes in the human epileptic brain. Epilepsia 2008, 49:1893-1907.
15. Jacobs J., Zelmann R., Jirsch J., Chander R., Dubeau C.E., Gotman J. High frequency oscillations (80-500Hz) in the preictal period in patients with focal seizures. Epilepsia 2009, 50:1780-1792.
16. Jacobs J., Zijlmans M., Zelmann R., Chatillon C.E., Hall J., Olivier A., et al. High-frequency electroencephalographic oscillations correlate with outcome of epilepsy surgery. Ann Neurol 2010, 67:209-220.
17. Jirsch J.D., Urrestarazu E., LeVan P., Olivier A., Dubeau F., Gotman J. High-frequency oscillations during human focal seizures. Brain 2006, 129:1593-1608.
18. Mari F, Zelmann R, Andrade-Valença L, Ayoubian L, Dubeau F, Gotman J. Continuous high frequency activity in mesial temporal lobe contacts: possible role as a neurophysiological marker of epileptogenicity. 2010 Annual Meeting of the American Epilepsy Society (AES2010). San Antonio, TX; 2010.
19. Nagasawa T, Juhász C, Rothermel R, Hoechstetter K, Sood S, Asano E. Spontaneous and visually-driven high-frequency oscillations in the occipital cortex: intracranial recording in epileptic patients. Hum Brain Mapp 2011; doi:10.1002/hbm.21233.
20. Rosso O.A., Blanco S., Yordanova J., Kolev V., Figliola A., Schurmann M., et al. Wavelet entropy: a new tool for analysis of short duration brain electrical signals. J Neurosci Methods 2001, 105:65-75.
21. Staba R.J., Wilson C.L., Bragin A., Fried I., Engel J. Quantitative analysis of high-frequency oscillations (80-500Hz) recorded in human epileptic hippocampus and entorhinal cortex. J Neurophysiol 2002, 88:1743-1752.
22. Staba R.J., Wilson C.L., Bragin A., Jhung D., Fried I., Engel J. High-frequency oscillations recorded in human medial temporal lobe during sleep. Ann Neurol 2004, 56:108-115.
23. Staba R.J., Frighetto L., Behnke E.J., Mathern G.W., Fields T., Bragin A., et al. Increased fast ripple to ripple ratios correlate with reduced hippocampal volumes and neuron loss in temporal lobe epilepsy patients. Epilepsia 2007, 48:2130-2138.
24. Urrestarazu E., Chander R., Dubeau F., Gotman J. Interictal high-frequency oscillations (100-500Hz) in the intracerebral EEG of epileptic patients. Brain 2007, 130:2354-2366.
25. Worrell G.A., Gardner A.B., Stead S.M., Hu S., Goerss S., Cascino G.J., et al. High-frequency oscillations in human temporal lobe: simultaneous microwire and clinical macroelectrode recordings. Brain 2008, 131:928-937.
26. Zelmann R., Zijlmans M., Jacobs J., Chatillon C.E., Gotman J. Improving the identification of high frequency oscillations. Clin Neurophysiol 2009, 120:1457-1464.
27. Zelmann R., Mari F., Jacobs J., Zijlmans M., Chander R., Gotman J. Automatic detector of high frequency oscillations for human recordings with macroelectrodes. Conf Proc IEEE Eng Med Biol Soc 2010, 1:2329-2333.
28. Zijlmans M., Jacobs J., Zelmann R., Dubeau F., Gotman J. High-frequency oscillations mirror disease activity in patients with epilepsy. Neurology 2009, 72:979-986.
29. Zijlmans M., Jacobs J., Kahn Y., Zelmann R., Dubeau F., Gotman J. Ictal and Interictal high frequency oscillations in patients with focal epilepsy. Clin Neurophysiol 2011, 122(4):664-671.