
Peter Jacobs
@petergjacobs1
Artificial Intelligence for Medical Systems (AIMS) lab. Interests in sensors, control theory, diabetes technologies, and machine learning.
ID: 1440903193588682755
http://www.ohsu.edu/jacobs 23-09-2021 04:58:02
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Gavin Young has published some of his dissertation work in AJPEndo, Quantifying Insulin-Mediated and Non-Insulin-Mediated Changes in Glucose Dynamics during Resistance Exercise in T1D. New data to see impact of resistance vs aerobic exercise on metabolism journals.physiology.org/doi/abs/10.115…

New article published on Nature npj Digital Medicine where we used physiologic data collected from a smart ring (heart rate, sleep data, temperature, etc) combined with #MachineLearning to forecast if a pregnancy will go past term. nature.com/articles/s4174…

Exciting paper published by @Sci_Tai, Clara Mosquera-Lopez et al on using #smarthome and mobility metrics from #wearablesensors to predict #fallrisk in homes and in time preceding a #fall in people with #MultipleSclerosis. Turns out movement complexity matters. msard-journal.com/article/S2211-…


This Saturday morning at the virtual Diabetes Technology meeting at 9:55 AM PST, I will share some new consensus guidelines on using #MachineLearning in #diabetes. Guidelines published soon in #ieee reviews in #Biomedical #engineering. Hope you can make it! diabetestechnology.org/dtm/agenda.sht…

Announcing guidelines on best practices & pitfalls in #MachineLearning in #diabetes. Available in IEEE Engineering Medicine and Biology Society Reviews in Biomed Engr. Honored to work with esteemed coauthors to establish consensus on guidelines. Great for students/postdocs/data scientists ieeexplore.ieee.org/document/10313…

Gavin Young et al show in new article in jdst in Diabetes Technology how #DigitalTwins can be used in a #decisionsupportsystem to improve glucose outcomes during and following exercise in type 1 #diabetes journals.sagepub.com/doi/abs/10.117…

Digital twins are an exciting technology that could significantly improve personalized care in #diabetes and other aspects of health care. Clara Mosquera-Lopez and I have a new review article out this month on the topic at cell press, Trends in Endocrinology & Metabolism. doi.org/10.1016/j.tem.…



Position statement guidelines are important for improving patient care. I hope that in the future, data from the real world can inform position statements. This paper by Michael Riddell, PhD and colleagues shows how to do it for #diabetes and #exercise guidelines diabetesresearchclinicalpractice.com/article/S0168-…






Excited for Clara Mosquera-Lopez to present her talk on Using Exercise Data in Combination with AI to Help Prevent Nocturnal Hypoglycemia at the 9:30 session at #attd2025 attd.kenes.com in Amsterdam. Hope to see you there!