Publications and Presentations

2026

  • Nelson, R., Taber, P., Motagi, P., Shishupal, S., Im, S., Facelli, J., Sward, K., The SMARTER Expert Panel, Gouripeddi, R., & Cummins, M. (2026). Needs, Preferences, and Challenges of Environmental Health Researchers in Using Sensors: A Content Analysis. - Journal Paper - https://preprints.jmir.org/preprint/91311 (Pre-print)

2025

  • Shah-Mohammadi F, Im S, Facelli JC, Cummins MR, Gouripeddi R. (2025). Scaling Sensor Metadata Extraction for Exposure Health Using LLMs. - Journal Paper - https://www.medrxiv.org/content/10.1101/2025.08.21.25334173v1 (Pre-print)

  • Cummins M., & Gouripeddi R. (2025). Sensors and Metadata for Analytics and Research in Exposure Health (SMARTER). Webinar presented by the NIH NIEHS Environmental Health Language Collaborative; 2025 Dec 12, Online - Webinar Presentation - https://www.niehs.nih.gov/sites/default/files/2025-12/december2025_ehlc_smarter_presentation_print_508.pdf

  • Im, S., Jandhyala, L., Sward, K., Facelli, J., Motagi, P., Cummins, M., & Gouripeddi, R. (2025). Metadata-centric Approaches for Incorporating Sensors into Exposure Health Informatics Ecosystem. The 3rd Annual DELPHI Data Science Symposium (DELPHI 2025), Salt Lake City, UT - Poster Presentation

  • Shishupal, S., Gouripeddi, R., Cummins, M., Facelli, J., & Sward, K. (2025). Developing a US Air Quality Shapelet Repository for High Temporal Resolution Environmental Health Studies. 2025 Europe Regional Chapter of the International Society of Exposure Science (ISES Europe 2025), Lisbon, Portugal - Podium Presentation

  • Cummins, M., Im, S., Jandhyala, L., Shishupal, S., Nelson, R., Motagi, P., Sward, K., Facelli, J., & Gouripeddi, R. (2025). Sensors and Metadata: Seeking Input from the Exposure Health Community. 2025 Join Annual International Society of Exposure Science and International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA - Poster Presentation

  • Gouripeddi, R., Cummins, M., Motagi, P., Madsen, R., Smart, R., Sward, K., & Facelli, J. (2025). User Stories, Use Cases and Requirements for a Generalizable Informatics Ecosystem for Exposure Health Research. 2025 Join Annual International Society of Exposure Science and International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA - Poster Presentation

  • Shah-Mohammadi, F., Im, S., Facelli, J. C., Gouripeddi, R., & Cummins, M. (2025). Automating Sensor Metadata Extraction for Exposure Health Research Using Large Language Models. 2025 Join Annual International Society of Exposure Science and International Society for Environmental Epidemiology (ISES-ISEE 2025), Atlanta, GA - Poster Presentation

  • Gouripeddi, R. (2025). Exposure Health Informatics. 2025 AMIA Climate, Health, and Informatics Journal Club June Working Group (AMIA CHI Journal Club 2025), Online - Webinar Presentation - https://connect.amia.org/services/assetfeed.ashx?id=70416&utm_source=email&utm_medium=1&utm_campaign=183&utm_id=2994

  • 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), Orem, UT - Poster Presentation

  • 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), Spokane, WA - Poster Presentation

  • 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), Logan, UT - Poster Presentation

2024

  • Gouripeddi, R., Nelson, R., Cummins, M., Sward, K., & Facelli, J. (2024). Informatics Methods for Exposure Health. 2024 American Medical Informatics Association Annual Symposium (AMIA 2024), San Francisco, CA - Podium Presentation

  • Im, S., Jandhyala, L., Sward, K., Facelli, J., Motagi, P., Cummins, M., & Gouripeddi, R. (2024). Metadata-centric Approaches for Incorporating Sensors into Exposure Health Informatics Ecosystem. The 2nd Annual DELPHI Data Science Symposium (DELPHI 2024), Salt Lake City, UT - Poster Presentation

  • Gouripeddi, R., Facelli, J., Sward, K., & Cummins, M. (2024). Community-driven approaches for a sensor metadata ecosystem in exposure health. 2024 International Society of Exposure Science Annual Symposium (ISES 2024), Montreal, Canada - Podium Presentation - https://virtual.oxfordabstracts.com/event/20221/submission/724

  • Gouripeddi, R., Smart, R., Madsen, R., Cummins, M., Sward, K., & Facelli, J. (2024). Towards a generalizable informatics ecosystem for exposure health research. 2024 International Society of Exposure Science Annual Symposium (ISES 2024), Montreal, Canada - Poster Presentation - https://virtual.oxfordabstracts.com/event/20221/submission/634

  • Gouripeddi, R., & Facelli, J. (2024). Constructing Probabilistic Human Mobility Patterns for Estimating Total Exposures and Pathogen Transmission using Aggregate Mobil Phone Data. 2024 International Society of Exposure Science Annual Symposium (ISES 2024), Montreal, Canada - Poster Presentation - https://virtual.oxfordabstracts.com/event/20221/submission/216

  • Cummins, M., Sward, K., Facelli, J., & Gouripeddi, R. (2024). Building a Pipeline for AI in Exposure Health: A Community-Driven Sensor Metadata Ecosystem. The 3rd Workshop on Artificial Intelligence in Nursing (AINurse24) and the 22nd International Conference of Artificial Intelligence in Medicine (AIME 2024), Salt Lake City, UT - Podium Presentation - https://sites.google.com/umn.edu/ainurse24/home/program