Research Assistant, Department of Imaging Genetics Center, University of Southern California (USC)
Project: Associations Between Fine Particulate Matter Exposure and Cortical Thickness in the Developing Brain
PI: Dr. Lauren Salminen
- proccessed structural T1-weighted MRI scans using the FreeSurfer cortical pipeline to obtain cortical thickness measures
- Managed and organized MRI and environmental exposure datasets, performing quality control checks for errors.
- Assisted with running linear mixed models and applying False Discovery Rate corrections for multiple comparisons.
- performed post hoc analyses on subgroups, such as healthy controls, to identify trends in specific brain regions.
- Prepared tables and figures summarizing statistical results for the poster
- Conducted literature searches to provide background context for the study's findings.
Research Assistant, Department of Mathematics, California State University, Fullerton - NAARE
Project Tracking Heavy-Tailed Behavior in EEGs of Neurodegenerative Disorders,
PI: Dr. Matheus Guerrero, Dr. Archana McEligot, Dr. Mamudu
- Analyzed EEG recordings from individuals with Alzheimer's disease, frontotemporal dementia, and healthy controls.
- Applied extreme value theory (EVT), including Peak Over Threshold (POT) and Generalized Pareto Distribution (GPD), to identify and model rare fluctuations in brain signals
- nvestigated the presence of heavy-tailed distributions in EEG data to identify potential biomarkers for neurodegenerative conditions
- Contributed to literature reviews, statistical modeling, and interpretation of results for potential use in diagnostic applications.
Research Assistant, Department of Public Health, California State University, Fullerton - PATH
Project: Extreme Heat Exposure and Pregnancy Outcomes
PI: Dr. Bo Park, Dr. Rusmevichientong, Pimbucha
- Investigated the relationship between extreme heat exposure and maternal health outcomes through literature review and data analysis
- Reviewed findings from peer-reviewed articles to identify potential correlations between environmental heat and pregnancy complications.
- Contributed to the development of research questions, coding of data, and thematic analysis related to public health and climate impacts.