Temiloluwa O. Prioleau
Assistant Professor
Appointments
Assistant Professor of Computer Science
Area of Expertise
Digital Health,
Wearable Technology,
Data Science,
Human-Centered Computing
Biography
My research interest is in digital health, wearable technology, and data science, with a focus on human-centered computing solutions that enable personalized health. I founded and co-direct the Augmented Health Lab. I am also affliated with the Center for Technology and Behavioral Health (CTBH).
Education
B.S. University of Texas, Austin
M.S. Georgia Institute of Technology
Ph.D. Georgia Institute of Technology
Publications
P. Belsare, A. Bartolome, C. Stanger, T. Prioleau, Understanding temporal changes and seasonal variations in glycemic trends using wearable data. Science Advances, vol. 9, issue 38, 2023. DOI:10.1126/sciadv.adg2132
T. Prioleau, A. Bartolome, R. Comi, C. Stanger. DiaTrend: A dataset from advanced diabetes technology to enable development of novel analytic solutions. Scientific Data 10, 556 (2023). https://doi.org/10.1038/s41597-023-02469-5
A. Bartolome and T. Prioleau, "A Computational Framework for Discovering Digital Biomarkers of Glycemic Control," npj Digital Medicine, vol. 5, no. 111, 2022. DOI: https://www.nature.com/articles/s41746-022-00656-z
A. Bartolome, S. Shah, T. Prioleau, "GlucoMine: A Case for Improving the Use of Wearable Device Data in Diabetes Management," Proc. ACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies (IMWUT), vol. 5, no. 3, 2021. DOI: https://doi.org/10.1145/3478109
K. Gu, S. Vosoughi, T. Prioleau, "SymptomID: A Framework for Rapid Identification of Pandemics using News Reports," ACM Transactions on Management Information Systems (TMIS), vol. 12, no. 4, 2021. DOI: https://doi.org/10.1145/3462441
S. Morton, R. Li, S. Dibbo, T. Prioleau, "Data-driven Insights on Behavioral Factors that Affect Diabetes Management," IEEE Engineering in Medicine and Biology Conference (EMBC), 2020. DOI: 10.1109/EMBC44109.2020.9176414
T. Prioleau, A. Sabharwal, M. Vasudevan, "Understanding Reflection Needs for Personal Health Data in Diabetes." Int. Conf. on Pervasive Computing for Healthcare (PervasiveHealth), 2020. DOI: https://doi.org/10.1145/3421937.3421972
Bedri, R. Li, M. Haynes, R. Kosaraju, I. Grover, T. Prioleau, M. Beh, M. Goel, T. Starner, G. Abowd, "EarBit: Using Wearable Sensors to Detect Eating Episodes in Unconstrained Environments," Proc. ACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies (IMWUT), vol. 1, no. 3, 2017. DOI: 10.1145/3130902
T. Prioleau, E. Moore, M. Ghovanloo, "Unobtrusive and Wearable Systems for Automatic Dietary Monitoring," IEEE Trans. of Biomedical Engineering (TBME), vol. 64, no. 9, 2017. DOI: 10.1109/TBME.2016.2631246.