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
|
| Download citation |
