Comparison of decision tree with common machine learning models for prediction of biguanide and sulfonylurea poisoning in the United States: an analysis of the National Poison Data System.
Omid MehrpourFarhad SaeediSamaneh NakhaeeFarbod Tavakkoli KhomeiniAli HadianfarAlireza AmirabadizadehChristopher HoytePublished in: BMC medical informatics and decision making (2023)
Our results indicated that machine learning methods including decision tree and ensembling methods provide a precise prediction model to diagnose biguanides and sulfonylureas exposure.