Publication result detail

The art and pitfalls of simulatenously measured fMRI and EEG data

LAMOŠ, M.

Original Title

The art and pitfalls of simulatenously measured fMRI and EEG data

English Title

The art and pitfalls of simulatenously measured fMRI and EEG data

Type

Abstract

Original Abstract

Electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) are two most common techniques used in neuroscience research. Currently, there is a growing interest to analyze simultaneously measured data from both modalities. The main motivation is to achieve the best temporal (by EEG) and spatial (by fMRI) resolution for the analyzed data. Another benefit resides in a simultaneous observation of the scene with two independent modalities. However, typical data preprocessing pipelines for both modalities have to be adjusted to specifics of simultaneous measurement, where acquisition of one modality influences another. Especially EEG data, which are mainly affected, contains strong artifacts. Apart from the techniques for artifacts suppression and other preprocessing steps a several approaches for data analysis will be shown on datasets of patients or healthy controls.

English abstract

Electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) are two most common techniques used in neuroscience research. Currently, there is a growing interest to analyze simultaneously measured data from both modalities. The main motivation is to achieve the best temporal (by EEG) and spatial (by fMRI) resolution for the analyzed data. Another benefit resides in a simultaneous observation of the scene with two independent modalities. However, typical data preprocessing pipelines for both modalities have to be adjusted to specifics of simultaneous measurement, where acquisition of one modality influences another. Especially EEG data, which are mainly affected, contains strong artifacts. Apart from the techniques for artifacts suppression and other preprocessing steps a several approaches for data analysis will be shown on datasets of patients or healthy controls.

Keywords

fMRI, EEG, simultaneous measurement, preprocessing, analysis

Key words in English

fMRI, EEG, simultaneous measurement, preprocessing, analysis

Authors

LAMOŠ, M.

Released

15.05.2014

Book

Applying Principles of Cognitive Psychology in Practise - Book of Abstracts

Pages from

16

Pages to

17

Pages count

2

URL

https://ww4.aievolution.com/hbm1401/index.cfm?do=abs.viewAbs&abs=3095

BibTex

@misc{BUT109018,
  author="Martin {Lamoš}",
  title="The art and pitfalls of simulatenously measured fMRI and EEG data",
  booktitle="Applying Principles of Cognitive Psychology in Practise - Book of Abstracts",
  year="2014",
  pages="16--17",
  url="https://ww4.aievolution.com/hbm1401/index.cfm?do=abs.viewAbs&abs=3095",
  note="Abstract"
}