Certainty Factor Triunity in Medical Diagnostics Tasks
- 作者: Kobrinskii B.A.1
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隶属关系:
- Institute for Modern Information Technologies in Medicine, Federal Research Center Computer Science and Control, Russian Academy of Sciences
- 期: 卷 46, 编号 5 (2019)
- 页面: 321-327
- 栏目: Article
- URL: https://journals.rcsi.science/0147-6882/article/view/175526
- DOI: https://doi.org/10.3103/S0147688219050046
- ID: 175526
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详细
This paper suggests approaches to investigating and solving the problem of three factors that characterize the measure of expert confidence in the occurrence of symptoms in diseases, the timing of the manifestation of symptoms, and the frequency of symptoms in progressive hereditary diseases in five age groups that differ in clinical manifestations (a polyvariant character space). Linguistic scales of fuzzy characteristics (interval age and the occurrence of signs) and certainty factors should contribute to a more subtle and accurate evaluation of diagnostically significant traits and increase the effectiveness of diagnosis at different ages. The measure of confidence is determined with respect to each characteristic used for a given nosological form. In the process of assessing risk factors, specific features of the thinking of experts are considered, that is, intuition, confidence in their knowledge, and reflexivity (regarding emerging hypotheses). Various stages and variants of group expertise with the participation of a cognitive scientist are considered.
作者简介
B. Kobrinskii
Institute for Modern Information Technologies in Medicine, Federal Research Center Computer Science and Control, Russian Academy of Sciences
编辑信件的主要联系方式.
Email: bak@isa.ru
俄罗斯联邦, Moscow, 119333
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