Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data
Intracranial electroencephalography (IEEG) involves recording from electrodes placed directly onto the cortical surface or deep brain locations. It is performed on patients with medically refractory epilepsy, undergoing pre-surgical seizure localization. IEEG recordings, combined with advancements i...
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doaj-5740f4878d9c491f8f5e3cbce2e2e4702020-11-25T02:39:17ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612020-03-011410.3389/fnhum.2020.00044517565Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology DataSimon G. Ammanuel0Jonathan K. Kleen1Matthew K. Leonard2Edward F. Chang3Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Neurological Surgery, University of California, San Francisco, San Francisco, CA, United StatesDepartment of Neurological Surgery, University of California, San Francisco, San Francisco, CA, United StatesIntracranial electroencephalography (IEEG) involves recording from electrodes placed directly onto the cortical surface or deep brain locations. It is performed on patients with medically refractory epilepsy, undergoing pre-surgical seizure localization. IEEG recordings, combined with advancements in computational capacity and analysis tools, have accelerated cognitive neuroscience. This Perspective describes a potential pitfall latent in many of these recordings by virtue of the subject population—namely interictal epileptiform discharges (IEDs), which can cause spurious results due to the contamination of normal neurophysiological signals by pathological waveforms related to epilepsy. We first discuss the nature of IED hazards, and why they deserve the attention of neurophysiology researchers. We then describe four general strategies used when handling IEDs (manual identification, automated identification, manual-automated hybrids, and ignoring by leaving them in the data), and discuss their pros, cons, and contextual factors. Finally, we describe current practices of human neurophysiology researchers worldwide based on a cross-sectional literature review and a voluntary survey. We put these results in the context of the listed strategies and make suggestions on improving awareness and clarity of reporting to enrich both data quality and communication in the field.https://www.frontiersin.org/article/10.3389/fnhum.2020.00044/fullepilepsyinterictal dischargesintracranial recordingsdata qualitysignal processing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Simon G. Ammanuel Jonathan K. Kleen Matthew K. Leonard Edward F. Chang |
spellingShingle |
Simon G. Ammanuel Jonathan K. Kleen Matthew K. Leonard Edward F. Chang Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data Frontiers in Human Neuroscience epilepsy interictal discharges intracranial recordings data quality signal processing |
author_facet |
Simon G. Ammanuel Jonathan K. Kleen Matthew K. Leonard Edward F. Chang |
author_sort |
Simon G. Ammanuel |
title |
Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data |
title_short |
Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data |
title_full |
Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data |
title_fullStr |
Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data |
title_full_unstemmed |
Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data |
title_sort |
interictal epileptiform discharges and the quality of human intracranial neurophysiology data |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Human Neuroscience |
issn |
1662-5161 |
publishDate |
2020-03-01 |
description |
Intracranial electroencephalography (IEEG) involves recording from electrodes placed directly onto the cortical surface or deep brain locations. It is performed on patients with medically refractory epilepsy, undergoing pre-surgical seizure localization. IEEG recordings, combined with advancements in computational capacity and analysis tools, have accelerated cognitive neuroscience. This Perspective describes a potential pitfall latent in many of these recordings by virtue of the subject population—namely interictal epileptiform discharges (IEDs), which can cause spurious results due to the contamination of normal neurophysiological signals by pathological waveforms related to epilepsy. We first discuss the nature of IED hazards, and why they deserve the attention of neurophysiology researchers. We then describe four general strategies used when handling IEDs (manual identification, automated identification, manual-automated hybrids, and ignoring by leaving them in the data), and discuss their pros, cons, and contextual factors. Finally, we describe current practices of human neurophysiology researchers worldwide based on a cross-sectional literature review and a voluntary survey. We put these results in the context of the listed strategies and make suggestions on improving awareness and clarity of reporting to enrich both data quality and communication in the field. |
topic |
epilepsy interictal discharges intracranial recordings data quality signal processing |
url |
https://www.frontiersin.org/article/10.3389/fnhum.2020.00044/full |
work_keys_str_mv |
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