Temporal patterns in insulin needs for Type 1 diabetes. (arXiv:2211.07393v2 [cs.LG] UPDATED)

Type 1 Diabetes (T1D) is a chronic condition where the body produces little
or no insulin, a hormone required for the cells to use blood glucose (BG) for
energy and to regulate BG levels in the body. Finding the right insulin dose
and time remains a complex, challenging and as yet unsolved control task. In
this study, we use the OpenAPS Data Commons dataset, which is an extensive
dataset collected in real-life conditions, to discover temporal patterns in
insulin need …

arxiv diabetes patterns temporal type