Why the study?
No laboratory tests exist to objectively diagnose depression, which currently relies on subjective standardized questionnaires, prompting the need for a portable and efficient three-channel EEG detection framework.
Comparison
ANFIS vs ANFIS-GA vs ANFIS-PSO vs ANFIS-FA using three EEG channels
Design
Classification model development and validation study
Authors
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Proposed three-channel EEG framework may enable objective depression detection; leaves open prospective clinical validation before practice adoption.
A three-channel EEG-based hybrid adaptive neuro-fuzzy inference system can detect depression with up to 83.33% accuracy, offering a potential portable diagnostic adjunct.
Mahato et al. (2022) studied this question.
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