The Type 1 Diabetes and EXercise Initiative (T1DEXI): Predicting hypoglycemia risk during exercise for participants with type 1 diabetes using repeated measures random forest.

Simon Bergford,Michael C Riddell,Peter G Jacobs,Zoey Li,Robin Gal,Mark A Clements,Francis J Doyle Iii,Corby Martin,Susana R Patton,Jessica R Castle,Melanie Gillingham,Roy W Beck, Michael Rickels,Peter Calhoun

Diabetes technology & therapeutics（2023）

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摘要

RMRF and RMLR accurately predict hypoglycemia during exercise and identify factors that increase risk of hypoglycemia. Lower glucose, decreasing levels of glucose prior to exercise, and greater pre-exercise insulin-on-board largely predict hypoglycemia risk in adults with type 1 diabetes. .

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