Medicine and Health Sciences Commons^™

Identifying And Minimizing Underspecification In Breast Cancer Subtyping, Jonathan Cheuk-Kiu Tang

Master's Theses

In the realm of biomedical technology, both accuracy and consistency are crucial to the development and deployment of these tools. While accuracy is easy to measure, consistency metrics are not so simple to measure, especially in the scope of biomedicine where prediction consistency can be difficult to achieve. Typically, biomedical datasets contain a significantly larger amount of features compared to the amount of samples, which goes against ordinary data mining practices. As a result, predictive models may fail to find valid pathways for prediction during training on such datasets. This concept is known as underspecification.

Underspecification has been more accepted …

Delayed Testosterone Treatment In A Rodent Model Of Repeat Mild Traumatic Brain Injury Attenuates Mechanisms Of Cellular Death In The Vestibular Nucleus, Michael Volyanyuk

Master's Theses

A common complaint after repetitive mild traumatic brain injury (rmTBI) is vestibular dysfunction, which can become persistent and decrease quality of life. Delayed testosterone treatment has been shown to reduce vestibular impairment and improve neuronal survival in the vestibular nucleus following rmTBI; however, the long-term molecular pathways associated with rmTBI and testosterone treatment remain widely unexplored. We utilized a 5-hit closed-head rodent rmTBI model and administered testosterone 35 days after injury (DPI). The vestibular nuclei were removed and prepared for RT-qPCR and western blotting. Gene expression and protein levels were elevated for markers of oxidative stress (NADPH oxidase 4) and …

Healing Sanctuary, Kammy Downs

Master's Theses

The natural world has hidden wisdom and resources that are disregarded as we misuse our responsibility to care for them. The benefits of being in tune with nature have been traded for a culture that manipulates nature on the altar of expediency, waste, and unquenchable desire. Healing Sanctuary presents a duality. My work speaks about the relationship between the seen and unseen, represented by ten larger-than-life drawings of medicinal herbal plants that have had a profound physical healing effect on me. At the same time, plants, roots, and seeds create visceral metaphors for mental health. Our accomplishments, outlook on life, …