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拉索回归在胃肠病学中的应用和影响:系统性审查

Hassam Ali1, Maria Shahzad2, Shiza Sarfraz2

  • 1Department of Gastroenterology and Hepatology, East Carolina University, Greenville, NC, USA.

Indian journal of gastroenterology : official journal of the Indian Society of Gastroenterology
|August 18, 2023
PubMed
概括

最小绝对收缩和选择操作员 (Lasso) 回归有助于胃肠病学,通过开发IBD和肝脏疾病等疾病的预测模型. 这一系统性审查强调了其在复杂患者数据的变量选择中的有用性.

关键词:
临床决策的过程诊断的准确性 诊断的准确性食道癌是食道癌的一个类型.胃肠病学 胃肠病学高维数据是高维数据.炎症性肠病是一种炎症性肠病.拉索回归是一种回归方式.肝脏疾病是一种肝脏疾病.机器学习是机器学习.预测建模的预测模型.规范化 规范化 规范化变量选择 变量选择

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