Publications and Presentations

2025

• Shah-Mohammadi F, Im S, Facelli JC, Cummins MR, Gouripeddi R. Scaling sensor metadata extraction for exposure health using LLMs. medRxiv [Preprint]. 2025 Aug 26; Available from: https://doi.org/10.1101/2025.08.21.25334173

• Shah-Mohammadi, F., Im, S., Facelli, J. C., Gouripeddi, R., & Cummins, M. R. (2025, August). Automating sensor metadata extraction for exposure health research using large language models [Poster presentation]. Joint Annual Meeting of the International Society of Exposure Science and the International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA, United States.

• Gouripeddi, R., Cummins, M., Motagi, P., Madsen, R., Smart, R., Sward, K., & Facelli, J. (2025, August). User stories, use cases and requirements for a generalizable informatics ecosystem for exposure health research [Poster presentation]. Joint Annual Meeting of the International Society of Exposure Science and the International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA, United States.

• Cummins, M., Im, S., Jandhyala, L., Shishupal, S., Nelson, R., Motagi, P., Sward, K., Facelli, J., & Gouripeddi, R. (2025, August). Sensors and metadata: Seeking input from the exposure health community [Poster presentation]. Joint Annual Meeting of the International Society of Exposure Science and the International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA, United States.

• Gouripeddi, R. (2025). Exposure Health Informatics. 2025 AMIA Climate, Health, and Informatics Journal Club June Working Group (AMIA CHI Journal Club 2025).

• Jandhyala, L., Im, S., Sward, K., Facelli, J., Smart, R., Madsen, R., Shah-Mohamadi, F., Motagi, P., Cummins, M., & Gouripeddi, R. (2025). Graph-Based Sensor Metadata Management for Advancing Exposure Health Research. The 5th Annual UVU Intermountain Engineering, Technology, and Computing Conference (i-ETC 2025).

• Im, S., Facelli, J., Sward, K., Gouripeddi, R., & Cummins, M. (2025). Automating Discovery of Sensors and Metadata with Large Language Model (LLM)-Augmented Search. 2025 Western Institute of Nursing (WIN 2025).

• Jandhyala, L., Im, S., Sward, K., Facelli, J., Motagi, P., Cummins, M., & Gouripeddi, R. (2025). Metadata-centric Approaches for Integrating Sensors into Exposure Health Informatics Ecosystems. 9th Annual Air Quality: Science for Solutions Conference (AQS 2025).