AIMC Topic: Laboratory Critical Values

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Glycemic-aware metrics and oversampling techniques for predicting blood glucose levels using machine learning.

PloS one Dec 2, 2019
Techniques using machine learning for short term blood glucose level prediction in patients with Type 1 Diabetes are investigated. This problem is significant for the development of effective artificial pancreas technology so accurate alerts (e.g. hy...
Humans Forecasting Blood Glucose Insulin Diabetes Mellitus, Type 1 Hypoglycemic Agents Support Vector Machine Hypoglycemia Blood Glucose Self-Monitoring Datasets as Topic Pancreas, Artificial Self Medication Laboratory Critical Values
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