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尘肺X线片微机自动诊断与专家诊断的对照研究 被引量:1

Comparing the Diagnoses of Pneumoconiosis Made by Computer and Experts from X ray Films
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摘要 报告了尘肺X线片微机诊断与专家诊断的对照验证结果。根据200张X线片的结果比较,对应于有无尘肺、四级密集度和四级尘肺三种不同分类方法,诊断符合率分别为835%,730%和705%。通过100张X线片与基层诊断组的结果比较,对应的诊断符合率分别为860%,820%和630%。由300张X线片进行尘肺普查筛选,与专家筛选的符合率达893%。结果表明,微机自动诊断符合率接近专家诊断水平。 The results on the agreement between microcomputer and experts for the diagnosis of pneumoconiosis from X ray films are presented in this paper.On a set of 200 films,the diagnoses made by the computer and by five experts were compared;From 100 films,the agreement rates were 83.5% for the normal/abnormal,73.0% for the four categories of profusion and 70.5% for the four categories of pneumoconiosis.From 100 films,the rates of agreament between the computer and the basic level consultation group were 86.0%,82 0% and 63.0% respectively.From 300 films for screening pneumoconiosis,the rate of agreement between the computer and the experts was 89.3%.The results demonstrate that the automatic diagnosis by computer is closer to the diagnosis made by experts.
出处 《生物医学工程学杂志》 EI CAS CSCD 北大核心 1998年第2期133-135,147,共4页 Journal of Biomedical Engineering
关键词 专家系统 医学图像 尘肺 X线诊断 微机 X ray film Expert system Medical image
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参考文献2

  • 1王小刚,Proc of Inter Conf on Inf & Sys,1991年,1380页
  • 2团体著者,煤矿尘肺,1984年,156页

同被引文献1

  • 1Kondo H , Kouda T. Computer-aided diagnosis for pneumoconiosis using Neural Network. Proceedings of the IEEE Symposium on Computer-Based Medical Systems, 2001, 14( 1 ) : 467

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