Lyndia Wu

Electroencephalography (EEG) is a common neuroimaging technique used in clinical, research, and consumer technology due to its non-invasiveness, high time resolution, and sensitivity. Traditional EEG systems consist of wet electrodes and a desktop amplifier for measuring brain activity. While this system provides high signal quality in lab settings, it limits real-world EEG use, such as for ambulatory EEG monitoring, or EEG measurements during exercise. This is due to the training and set up time required for wet electrode application and the bulky, wired traditional amplifier. While some wearable EEG devices exist on the market, EEG measurements during motion requires further signal quality validation to confirm clinical or research utility due to motion artifacts. The objectives of this thesis are to develop custom dry flexible electrodes with improved usability for wearable systems and to compare signal quality of the custom dry electrodes with traditional wet electrodes in mobile measurements. We have developed comb-shaped, dry electrodes for measuring scalp EEG. This electrode incorporates embedded silver thread for a novel yet simple to fabricate design, which allows for a flexible electrode providing impedances similar or lower to those in literature. Participants were instrumented with an EEG cap containing gold cup, gel, and dry electrodes for brain activity measurement as well as an inertial measurement unit (IMU) mouthguard for head kinematics measurements. Data were collected from 8 participants, and during nearly all trials, dry electrodes showed worse signal correlation with gold cup electrodes compared with gel electrodes. For motion artifact characterization, EEG-IMU coherence was found to be higher for dry electrodes in low motion scenarios (e.g., walking), but similar between the 3 electrode types for high motion scenarios (e.g., jumping). This indicates that dry electrodes may be more prone to motion artifacts at lower levels of activity, but with large enough activity all 3 types of electrodes could be equally affected. In summary, we developed custom flexible dry electrodes with improved usability for wearable systems. However, we showed that dry electrode signal quality may be substantially affected by motion artifacts, and wet electrodes may be more suitable for measurements during motion.

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Whiplash injuries remain the most common injury associated with rear-end low-speed collisions despite improvements in head restraint designs and the introduction of innovative anti-whiplash seats. To address this problem, our research group developed an active car seat (RoboSeat) that controls seat hinge rotation and seatback cushion deformation. Preliminary experiments showed that the RoboSeat could reduce the kinematic and kinetic responses of an anthropometric test device. The aim of this study was to compare the performance of an actively controlled experimental anti-whiplash (RoboSeat) seat to passive control anti-whiplash seats in human volunteers: General Motor’s High Retention seat (GMHR) & Volvo’s Whiplash Protection Seat (WHIPS). Twelve healthy participants were exposed to a whiplash-like perturbation (4km/h speed change) while seated on each of the three seats. We recorded the electromyographic activity of sternocleidomastoid, neck paraspinals, splenius capitis, and multifidus along with the head/torso kinematics to quantify the participants’ responses to the whiplash-like perturbations. Given that excessive strain in cervical facet capsules is suggested as a cause of whiplash injury, we quantified cervical multifidus activation while head retraction occurred because both factors can potentially increase strains in the capsular ligaments. We hypothesized that the dynamic seatback rotation and cushion deformation of the RoboSeat prevents simultaneous activation of the neck multifidus muscle and head retraction. The RoboSeat reduced the combined multifidus activation and head retraction by 76% and 43% as well as 12/16 and 6/16 kinematic variables compared to the GMHR and WHIPS seats, respectively. Overall, our results suggest that the active seat can lower some head/torso kinematic responses compared to the current anti-whiplash seats and minimize combined activation of the multifidus muscle and head retraction. Our active RoboSeat represents a promising approach to potentially decrease the risk of whiplash injuries following low-speed rear-end collisions.

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Soccer heading is a common technique where players use their head to pass, shoot or clear the ball. The ball-to-head impact involved in this technique has raised concern for risk of head and brain injury. However, there are inconclusive findings on the effect of soccer headers in the literature. The objective of this study was to investigate, in a controlled environment, whether mild soccer head impacts result in immediate neurophysiological changes in the brain, and if yes, whether the changes are affected by impact level and header direction. Controlled soccer headers were simulated at 2 impact levels in 3 directions, representative of the mildest headers experienced on the field, using a custom pendulum impactor with a soccer ball attachment. Participants were instrumented with an inertial measurement unit (IMU) to record the head kinematics of head impacts and an electroencephalography (EEG) device to measure neurophysiological changes. The EEG changes were evaluated by four metrics (absolute and relative power, magnitude squared and imaginary coherence) for common brain wave frequency bands. With data from 8 participants (6 males, 2 females), the study provided statistically significant evidence of the immediate neurophysiological changes after mild soccer headers. We found a surge in normalized absolute power right after heading across all the frequency bands with a larger increase for headers at the higher impact level. In addition, we observed an increase in delta band relative power, along with a decrease in the higher frequency bands, indicating slowing of activity in the brain. These findings are consistent with those observed in patients with traumatic brain injury or post-concussive syndrome. Aside from changes in power, we also found evidence of significant changes in coherence with different patterns between magnitude squared and imaginary coherence, suggesting effects of heading on the brain’s functional connectivity. Finally, we found evidence that these changes diminished over time and participant’s neurocognitive performance remained unchanged. Our findings suggest that even mild soccer headers could lead to immediate, transient neurophysiological changes and highlight the importance of further investigation of the effects of long-term head impact accumulation in sports.

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