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

被引：0
作者：
Omid Mehrpour
Farhad Saeedi
Samaneh Nakhaee
Farbod Tavakkoli Khomeini
Ali Hadianfar
Alireza Amirabadizadeh
Christopher Hoyte
机构：
[1] Southern Methodist University,Data Science Institute
[2] Birjand University of Medical Sciences,Medical Toxicology and Drug Abuse Research Center (MTDRC)
[3] Birjand University of Medical Sciences,Student Research Committee
[4] Mashhad University of Medical Sciences,Department of Epidemiology and Biostatistics
[5] Shahid Beheshti University of Medical Sciences,Endocrine Research Center, Research Institute for Endocrine Sciences
[6] University of Colorado Anschutz Medical Campus,undefined
来源：
BMC Medical Informatics and Decision Making | / 23卷
关键词：
Biguanide; Sulfonylurea; Overdose; Decision tree; National Poison Data System; NPDS;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 92 条
[1]  
Raval AD(2020)National trends in diabetes medication use in the United States: 2008 to 2015 J Pharm Pract 33 433-42
[2]  
Vyas A(2001)Oral agents for the treatment of type 2 diabetes mellitus: pharmacology, toxicity, and treatment Ann Emerg Med 38 68-78
[3]  
Harrigan RA(1998)Management of antidiabetic medications in overdose Drug Saf 19 411-24
[4]  
Nathan MS(2002)2001 Annual report of the American Association of Poison Control Centers Toxic Exposure Surveillance System Am J Emerg Med 20 391-452
[5]  
Beattie P(2005)2004 Annual report of the American Association of Poison Control Centers Toxic Exposure Surveillance System Am J Emerg Med 23 589-666
[6]  
Spiller HA(2006)Toxicology of oral antidiabetic medications Am J Health-System Pharm 63 929-38
[7]  
Litovitz TL(2016)2015 Annual report of the American Association of Poison Control Centers’ National Poison Data System (NPDS): 33rd annual report Clin Toxicol (Phila) 54 924-1109
[8]  
Watson WA(2008)2007 annual report of the American Association of Poison Control Centers’ National Poison Data System (NPDS): 25th annual report Clin Toxicol 46 927-1057
[9]  
Spiller HA(2019)Metformin overdose: a serious iatrogenic complication—western France poison control centre data analysis Basic Clin Pharmacol Toxicol 125 466-73
[10]  
Sawyer TS(2010)Octreotide’s role in the management of sulfonylurea-induced hypoglycemia J Med Toxicol 6 199-206
12345678910