By: Mark M.Year: 2022School: Rancho San Joaquin MiddleGrade: 8Science Teacher: Paige Morris This project provides a novel and personalized solution for monitoring dehydration in the elderly. Four Machine Learning algorithms were compared to determine which one best detected anomalies in the timings of an elderly subject’s nightly bathroom visits, such as long gaps between visits …
By: Nithin P.Year: 2021School: Northwood HighGrade: 11Science Teacher: Jane Yoon Amyotrophic lateral sclerosis (ALS), a progressive neuromuscular degenerative disease, restricts patients’ communication capacity a few years after onset resulting in a severe degradation in their quality of life. ALS patients currently have a means to communicate through non-invasive brain-computer interfaces (BCI). This research adapts and …
By: Shaivi S,Year: 2021Grade: 11Science Teacher: Nathaniel Ritscher Cataract is the leading cause of blindness according to the latest assessment by the World Health Organization (WHO). It is responsible for 51% of world blindness, affecting 65.2 million people. The majority of cases are from low-income or third-world countries where access to professional tools is not …
By: Patrick N.Year: 2021School: Sage HillGrade: 11Science Teacher: Derek Shapiro Determining the electrical resistivity of articular cartilage in humans is important for assessing its biomechanical function and physiology. Many methods of measuring electrical resistivity in biological organisms are invasive and harmful to their components. Other approaches to studying these properties have not been cost-effective nor …
By: Devon C.Year: 2021School: Arnold O. Beckman HighGrade: 9Science Teacher: Philip Chow In this study, Devon aimed to demonstrate that machine learning (ML) can be used as an effective tool to help predict non-alcoholic fatty liver disease (NAFLD) associated liver fibrosis (LF). Materials and Methods: Multiple ML models were trained and tested, including logistic regression …
By: Nitin S.Year: 2021School: Troy HighGrade: 12Science Teacher: James Kirkpatrick Abstract: Breast cancer (BC) subtypes are categorized by their molecular subtype as ER+, PR+, or HER2+. Cancers that lack expression of these receptors are the highly heterogeneous and deadly triple-negative (TN). Thus, there is an urgency to identify targeted therapies for TN patients. In this …
By: Akshata T.Year: 2020School: Aliso Niguel High School, 9th gradeDivision: Senior Humans today eat a variety of foods, including both meats and veggies. They think of themselves as omnivorous creatures, or both meat and plant eaters. On the other hand, some people choose to be vegetarians, sticking to a diet of only plant-based foods. I …