模糊逻辑在临床血液学症状医学诊断中的应用

Indira Uvaliyeva, M. Kalimoldayev, S. Rustamov, S. Belginova
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引用次数: 1

摘要

实用医学仍然是人类活动中一个难以形式化的领域,在这个领域中,专家们的决策往往是从以前的专业经验和他们自己的直觉出发,而不是从对客观数据的分析出发。在这种情况下,很难避免医疗事故,其社会和经济重要性非常高。问题的紧迫性在于需要开发基于有效方法、算法和模型的智能医疗系统,以支持在医疗技术过程初始数据不完整和不确定的情况下做出医疗决策,从而确保在有限的时间资源下做出决策的高度充分性和有效性。本研究的主要目标是将模糊推理模型应用于医疗诊断系统,以便为诊断过程以及推荐医疗过程提供有效的信息支持。
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Fuzzy Logic for Medical Diagnosis of Clinical and Hematological Symptoms
Practical medicine still remains a difficultly formalized area of human activity, in which specialists in decision making often proceed from previous professional experience and their own intuition, and not from an analysis of objective data. In such situation, it is difficult to avoid medical mistakes, the social and economic importance of which is extremely high. The urgency of the problem is in the need to develop intelligent medical systems based on effective methods, algorithms and models of support for making medical decisions in the context of incompleteness and uncertainty of the initial data of the medical-technological process, allowing to ensure high adequacy and validity of the decisions made in the context of limited time resources. The main goal of the this research is to use a model of a fuzzy inference for a medical diagnostic system in order to provide effective information support for the diagnosis process, as well as the process of recommendatory medical care.
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