预期寿命
马尔可夫链
马尔可夫模型
马尔可夫决策过程
马尔可夫过程
医疗决策
医学
计算机科学
精算学
统计
数学
机器学习
家庭医学
业务
人口
环境卫生
作者
J. Robert Beck,Stephen G. Pauker
标识
DOI:10.1177/0272989x8300300403
摘要
The physician's estimate of prognosis under alternative treatment plans is a principal factor in therapeutic decision making. Current methods of reporting prognosis, which include five-year survivals, survival curves, and quality-adjusted life expec tancy, are crude estimates of natural history. In this paper we describe a general- purpose model of medical prognosis based on the Markov process and show how this simple mathematical tool may be used to generate detailed and accurate assessments of life expectancy and health status. (Med Decis Making 3:419-458, 1983)
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