Work

EEG Spectral Changes Linked to Psychiatric Medications: Computational Pipeline for Data Mining and Analysis

Year: 2022

Type: book-chapter

Abstract: The presented computational pipeline is designed to analyze drug-induced changes in EEG data from the Temple University EEG Corpus. The data is cleaned from artifacts, pre-processed, the averaged absolute and relative frequency powers are calculated and compared to a control group. Thus, different research hypotheses can be tested with the intention to reuse accessible data collections.

Source: Studies in health technology and informatics

DOI: 10.3233/shti220639

Authors: Anna Maxion, Arnim Johannes Gaebler, Daniela Albiez, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina

Institutions: RWTH Aachen University, AGH University of Krakow

Language: English

Topic: EEG and Brain-Computer Interfaces

Subfield: Cognitive Neuroscience

Field: Neuroscience

Domain: Life Sciences

SDG: Good health and well-being

Open Access status: hybrid

OpenAlex ID: W4281553744

FWCI:

Cites: 5

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Related to: 10