Jin Zhou, Yuying Luo, Julia W. Darcy, Kyle J. Lafata, Jose R. Ruiz, and Sonia Grego. 2025 "Long-term, automated stool monitoring using a novel smart toilet: A feasibility study." Neurogastroenterology & Motility 37: e14954. See video summary.
Sonia Grego, Walker G. Resney, Brian Stoner, Sameer K. Berry, William D. Chey, and Borko Nojkov. 2024 "Sa2011 Novel Automated Smart Toilet Allows Objective Longitudinal Assessment Of Bowel Movements-Preliminary, Home-Based, Experience", Gastroenterology, 166: S-601-S-02.
Sonia Grego, Jin Zhou, Jose R. Ruiz, Kyle Lafata, Brian Hawkins, and Yuying Luo. 2023. "S663 Long-Term, Non-Invasive, Objective Stool Monitoring Using a Novel Smart Toilet: A Feasibility Study", Official journal of the American College of Gastroenterology | ACG, 118: S484-S85.
Claire Welling, Brian T Hawkins, Amy Barto, Hans Herfarth, and Sonia Grego. 2023. "Smart Sampling Toilet-A Potential New Automated System For Collecting Fecal Calprotectin Samples", Gastroenterology, 164: S-54-S-55.
Sonia Grego, Claire M. Welling, Graham H. Miller, Peter F. Coggan, Katelyn L. Sellgren, Brian T. Hawkins, Geoffrey S. Ginsburg, Jose R. Ruiz, Deborah A. Fisher, and Brian R. Stoner. "A hands-free stool sampling system for monitoring intestinal health and disease." Scientific Reports 12, no. 1 (2022).
Claire Welling, David R. Singleton, Steven B. Haase, Christian H. Browning, Brian R. Stoner, Claudia K. Gunsch, and Sonia Grego. "Predictive values of time-dense SARS-CoV-2 wastewater analysis in university campus buildings." Science of The Total Environment (2022): 155401.
Sonia Grego, Jin Zhou, Krishnendu Chakrabarty, Brian R. Stoner, Jose R. Ruiz, Deborah A. Fisher. "Automated Stool Image Analysis for Artificial Intelligence in a Smart Toilet." Gastroenterology 160 (May 2021).
Jin Zhou, Nick DeCapite, Jackson McNabb, Jose R. Ruiz, Deborah A. Fisher, Sonia Grego, Krishnendu Chakrabarty. "Stool Image Analysis for Precision Health Monitoring by Smart Toilet." Proceedings of Machine Learning Research 149 (2021).
Learn more about the research https://smarttoilet.pratt.duke.edu/