New-Onset Diabetes Assessment Using Artificial Intelligence-Enhanced Electrocardiography. (arXiv:2205.02900v1 [cs.LG])

Undiagnosed diabetes is present in 21.4% of adults with diabetes. Diabetes
can remain asymptomatic and undetected due to limitations in screening rates.
To address this issue, questionnaires, such as the American Diabetes
Association (ADA) Risk test, have been recommended for use by physicians and
the public. Based on evidence that blood glucose concentration can affect
cardiac electrophysiology, we hypothesized that an artificial intelligence
(AI)-enhanced electrocardiogram (ECG) could identify adults with new-onset
diabetes. We trained a neural network to estimate HbA1c …

artificial artificial intelligence arxiv diabetes intelligence