04.05.2022 Views

Senior Design Expo 2022

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Biomedical Engineering<br />

SleepSense<br />

Keni Chen, Eileen Choi, Olimpia Gavaudan, Michelle Kim, Michael White<br />

Excessive Daytime Sleepiness (EDS) is characterized by falling asleep in an uncontrollable<br />

fashion, and is a major cause for accidents in high-risk situations. A reported 16.5% of fatal car<br />

crashes are attributed to people falling asleep. Uncontrollable sleepiness can often lead to<br />

unpredictable incidents, such as falling down while walking. However, current sleep pattern<br />

monitors focus primarily on recording and predict behaviors during nighttime. Safety devices<br />

related to EDS are only applicable to limited activities. SleepSense addresses the ambulatory need<br />

to track fatigue and uncontrolled sleeping throughout the day and alerts when sleepiness is<br />

detected. From our prototype testing, SleepSense was able to identify potential bouts of daytime<br />

sleepiness through changes in heart rate variability (HRV) and detection of stereotypical<br />

movements when falling asleep. As a lightweight, wearable, our device will allow for ambulatory<br />

monitoring and alerting of unregulated sleep, helping users combat falling asleep during critical<br />

activities<br />

CERV<br />

Hannah Ballard, Aala Nasir, Kiarra Lavache, Joyce Liu, Emme Pogue<br />

In the United States, 12% of children are born preterm, a leading contributor to infant mortality.<br />

During pregnancy, the cervix remodels to prepare for vaginal delivery by softening and shortening.<br />

Although cervical length is the clinical standard for diagnosing cervical insufficiency, research has<br />

shown premature cervical softening to be a more consistent indicator. We propose a biomechanical<br />

device to measure cervical stiffness, allowing patients the ability to monitor their risk of preterm<br />

birth more confidently and affordably. Our speculum-free device entails small-scale cervical<br />

compression to determine tissue stiffness. Proof of concept testing for circumferential compression<br />

of cervix phantoms has produced promising results for statistically distinguishing between<br />

different stiffnesses. We are confident that the successes of our proof of concept will translate<br />

directly into our final design and support risk detection of preterm labor.<br />

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