Predicting hypoglycemia in ICU patients: a machine learning approach.

Reema KarasnehSayer Al-AzzamKarem H AlzoubiMuna EbbiniAsma'a AlselwiDania RahhalSuad KabbahaMamoon A AldeyabAisha F Badr

Published in: Expert review of endocrinology & metabolism (2024)

We used machine learning to anticipate the likelihood of hypoglycemia, which can significantly decrease hypoglycemia incidents and enhance patient outcomes.

Keyphrases

machine learning
type diabetes
end stage renal disease
glycemic control
ejection fraction
newly diagnosed
chronic kidney disease
patient safety
prognostic factors
big data
skeletal muscle
metabolic syndrome
insulin resistance
mechanical ventilation
weight loss
patient reported