Utility of support vector machine and decision tree to identify the prognosis of metformin poisoning in the United States: analysis of National Poisoning Data System

Abstract Background With diabetes incidence growing globally and metformin still being the first-line for its treatment, metformin's toxicity and overdose have been increasing. Hence, its mortality rate is increasing. For the first time, we aimed to study the efficacy of machine learning algori...

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Main Authors: Omid Mehrpour (Author), Farhad Saeedi (Author), Christopher Hoyte (Author), Foster Goss (Author), Farshad M. Shirazi (Author)
Format: Book
Published: BMC, 2022-07-01T00:00:00Z.
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