Linear versus quadratic detrending in analyzing simultaneous changes in DC-EEG and transcutaneous pCO2

• Main Authors: Yeo, Yi Lin, Kirlangic, Mehmet E., Heyder, Stefan, Eko Supriyanto, Eko Supriyanto, Mohamad Salim, Maheza I., Fiedler, Patrique, Haueisen, Jens
• Format: Conference or Workshop Item
• Published: 2023
• Subjects: Q Science (General)
• Online Access: http://eprints.utm.my/108422/; http://dx.doi.org/10.1109/EMBC40787.2023.10340855
• Institution: Universiti Teknologi Malaysia

Physiological direct current (DC) potential shifts in electroencephalography (EEG) can be masked by artifacts such as slow electrode drifts. To reduce the influence of these artifacts, linear detrending has been proposed as a pre-processing step. We considered quadratic detrending, which has hardly been addressed for ultralow frequency components in EEG. We compared the performance of linear and quadratic detrending in simultaneously acquired DC-EEG and transcutaneous partial pressure of carbon dioxide during two activation methods: hyperventilation (HV) and apnea (AP). Quadratic detrending performed significantly better than linear detrending in HV, while for AP, our analysis was inconclusive with no statistical significance. We conclude that quadratic detrending should be considered for DC-EEG preprocessing.