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医学中人工智能系统的评估。

The evaluation of artificial intelligence systems in medicine.

作者信息

Miller P L

出版信息

Comput Methods Programs Biomed. 1986 Mar;22(1):5-11.

PMID:3516560
Abstract

This paper discusses the underlying issues in the evaluation of computer systems which apply artificial intelligence in medicine. Three different levels of evaluation are described: the subjective evaluation of the research contribution of a developmental prototype, the validation of a system's knowledge and performance, and the evaluation of the clinical efficacy of an operational system. The paper outlines a number of evaluation issues at each level, and discusses how previous artificial intelligence in medicine evaluations fit into this framework.

摘要

本文讨论了在医学中应用人工智能的计算机系统评估中的潜在问题。文中描述了三种不同层次的评估:对开发原型的研究贡献的主观评估、对系统知识和性能的验证以及对运行系统临床疗效的评估。本文概述了每个层次的一些评估问题,并讨论了以往医学人工智能评估如何适用于此框架。

相似文献

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The evaluation of artificial intelligence systems in medicine.医学中人工智能系统的评估。
Comput Methods Programs Biomed. 1986 Mar;22(1):5-11.
2
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An artificial intelligence system for computer-assisted menu planning.一种用于计算机辅助菜单规划的人工智能系统。
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A method for creating an enormous medical knowledge base.
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Proc Annu Symp Comput Appl Med Care. 1993:176-82.
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Computerized decision support for concurrent utilization review using the HELP system.使用 HELP 系统进行并发利用审查的计算机化决策支持。
J Am Med Inform Assoc. 1994 Jul-Aug;1(4):339-52. doi: 10.1136/jamia.1994.95236169.
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Medical diagnostic decision support systems--past, present, and future: a threaded bibliography and brief commentary.医学诊断决策支持系统——过去、现在与未来:一份带注释的文献目录及简要评论
J Am Med Inform Assoc. 1994 Jan-Feb;1(1):8-27. doi: 10.1136/jamia.1994.95236141.
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The potential use of expert systems to enable physicians to order more cost-effective diagnostic imaging examinations.
J Digit Imaging. 1991 May;4(2):112-22. doi: 10.1007/BF03170419.
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Field trials of medical decision-aids: potential problems and solutions.医学决策辅助工具的现场试验:潜在问题与解决方案
Proc Annu Symp Comput Appl Med Care. 1991:3-7.
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A critical appraisal of the literature on the effects of computer-based clinical decision support systems on clinician performance and patient outcomes.对基于计算机的临床决策支持系统对临床医生绩效和患者结局影响的文献的批判性评价。
Proc Annu Symp Comput Appl Med Care. 1992:626-30.