Ontology highlight
ABSTRACT:
SUBMITTER: Kang M
PROVIDER: S-EPMC7696521 | biostudies-literature | 2020 Nov
REPOSITORIES: biostudies-literature
Kang Min M Kwon Hyunjin H Park Jin-Hyeok JH Kang Seokhwan S Lee Youngho Y
Sensors (Basel, Switzerland) 20201115 22
To have an objective depression diagnosis, numerous studies based on machine learning and deep learning using electroencephalogram (EEG) have been conducted. Most studies depend on one-dimensional raw data and required fine feature extraction. To solve this problem, in the EEG visualization research field, short-time Fourier transform (STFT), wavelet, and coherence commonly used as method s for transferring EEG data to 2D images. However, we devised a new way from the concept that EEG's asymmetr ...[more]