Temporal reasoning in medicine with an example in cystic fibrosis patient management-artificial intelligence mini-tutorial. 2

L. A. Leung, J. Slagle, S. Finkelstein, W. Warwick
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引用次数: 2

Abstract

For pt.1 see ibid., p.33-42. A brief history of temporal reasoning in medical applications is given. An expert system called Monitor is described that can perform the following tasks: the incremental evaluation of the data; retrieval of historical data for comparison purposes; determination of the validity of the data cross references over time; assessment of the disease progression by abstracting trends and changes from the time-ordered data; and extraction of duration information from the symptom data. An initial evaluation of Monitor using 111 cases has shown that the system can classify 88% of the cases correctly.<>
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时间推理在医学中的应用——以囊性纤维化患者管理为例——人工智能迷你教程。2
第1页见同上,第33-42页。简要介绍了时间推理在医学中的应用。描述了一个称为Monitor的专家系统,它可以执行以下任务:对数据进行增量评估;检索历史数据以作比较;确定数据在一段时间内交叉引用的有效性;通过从时序数据中提取趋势和变化来评估疾病进展;从症状数据中提取持续时间信息。使用111个案例对Monitor进行的初步评估表明,该系统可以正确分类88%的案例。
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