Automatic bad channel detection in intracranial electroencephalographic recordings using ensemble machine learning.
| Author | |
|---|---|
| Abstract | :
Intracranial electroencephalographic (iEEG) recordings contain "bad channels", which show non-neuronal signals. Here, we developed a new method that automatically detects iEEG bad channels using machine learning of seven signal features. |
| Year of Publication | :
2017
|
| Journal | :
Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology
|
| Volume | :
129
|
| Issue | :
3
|
| Number of Pages | :
548-554
|
| Date Published | :
2017
|
| ISSN Number | :
1388-2457
|
| URL | :
http://linkinghub.elsevier.com/retrieve/pii/S1388-2457(17)31200-2
|
| DOI | :
10.1016/j.clinph.2017.12.013
|
| Short Title | :
Clin Neurophysiol
|
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