Xiaomei Song L&S Math & Physical Sciences
Emotional and Socioeconomic Impact of Diabetes
Exploring Diabetes’ Impact: Social Media Analysis with NLP
This SURF project investigates the emotional and socioeconomic burdens of diabetes by analyzing social media discourse. We leverage advanced NLP techniques to categorize sentiments and topics shared by individuals. By delving into positive, negative, and neutral expressions across platforms, we aim to illuminate the complex challenges of managing diabetes beyond clinical settings.
This research will provide valuable insights for patient care, and public health policies, and bridge the gap between traditional research and real-life experiences.
Message To Sponsor
Dear CACSSF team, I am very thankful for your support of my summer research project through the SURF fellowship. This experience has helped me grow both as a student and as a person. I have learned a lot about by using AI/ML to do a real world research, and it has made me more confident in my abilities. This summer has been important for my future plans, and I am excited to continue learning and growing thanks to your help. With sincere thanks, Xiaomei Song
Major: Computer Science
Mentor: Gora Datta
Sponsor: CACSSF