The STMI lab (pronounced stem-ee) was formed to develop truly integrative end-to-end solutions of smart systems to improve patient care and patient lives. This involves a deep understanding of embedded systems design to develop data collection systems to monitor and empower users, advanced data mining and machine learning modeling to understand the complex, longitudinal data collected, and clinical outcomes research to understand the long-term trajectories and risks patients have for a variety of conditions. This unique blend of multi-disciplinary research provides challenges and opportunities through our partnerships that can provide solutions that drive tangible impact on the quality of life and quality of care.
At its core, these problems require understanding the theoretical properties of the platforms as well as the data. Developing new models to interpret and improve clinical understanding and motivating the collection of new data leads to challenges in systems design, power, communication, and user interface design. In isolation, each field might provide solutions that can be adapted to the others, but by focusing on the end-to-end aspect of our designs, we explore the creation of systems that bridge theoretical gaps in each field as well as the gaps in multi-disciplinary adoption of these technologies.
At its core, these problems require understanding the theoretical properties of the platforms as well as the data. Developing new models to interpret and improve clinical understanding and motivating the collection of new data leads to challenges in systems design, power, communication, and user interface design. In isolation, each field might provide solutions that can be adapted to the others, but by focusing on the end-to-end aspect of our designs, we explore the creation of systems that bridge theoretical gaps in each field as well as the gaps in multi-disciplinary adoption of these technologies.
We are looking for passionate new PhD students, Master, and undergraduate students to join the team (more info) !
Graduation! The STMI lab congratulates PhD candadidate member Zepeng Huo on his graduation from Texas A&M University.
17 December 2022Graduation! The STMI lab congratulates Julian Beaulieu on his graduation from Texas A&M University.
20 October 2022Thesis Defense! The STMI lab congratulates Julian Beaulieu on his successful defense of his Master's thesis.
27 September 20221 Published Paper! The STMI lab congratulates Sorush Omidvar for his paper accepted by BHI 2022!
23 May 20221 Published Paper! The STMI lab congratulates Zepeng Huo for his paper accepted by MLHC 2022!
STMI Lab @ Texas A&M University
