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Machine-Learning-Based Depression Detection Model from Electroencephalograph (EEG) Data Obtained by Consumer-Grade EEG Device.
Brain Sci. 2024 Oct 30;14(11):1107. doi: 10.3390/brainsci14111107.
Brain Sci. 2024.
PMID: 39595870
Free PMC article.
Study on the Psychological States of Olfactory Stimuli Using Electroencephalography and Heart Rate Variability.
Laohakangvalvit T, Sripian P, Nakagawa Y, Feng C, Tazawa T, Sakai S, Sugaya M.
Laohakangvalvit T, et al.
Sensors (Basel). 2023 Apr 16;23(8):4026. doi: 10.3390/s23084026.
Sensors (Basel). 2023.
PMID: 37112367
Free PMC article.
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Human Error Prediction Using Heart Rate Variability and Electroencephalography.
Takada N, Laohakangvalvit T, Sugaya M.
Takada N, et al. Among authors: laohakangvalvit t.
Sensors (Basel). 2022 Nov 26;22(23):9194. doi: 10.3390/s22239194.
Sensors (Basel). 2022.
PMID: 36501895
Free PMC article.
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Constructing an Emotion Estimation Model Based on EEG/HRV Indexes Using Feature Extraction and Feature Selection Algorithms.
Suzuki K, Laohakangvalvit T, Matsubara R, Sugaya M.
Suzuki K, et al. Among authors: laohakangvalvit t.
Sensors (Basel). 2021 Apr 21;21(9):2910. doi: 10.3390/s21092910.
Sensors (Basel). 2021.
PMID: 33919251
Free PMC article.
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