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Medical Biometrics-Computerized TCM Diagnosis

机译:医学生物识别 - 计算机化的中医诊断

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摘要

The Traditional Chinese Medicine (TCM) diagnosis methods, such as looking/smelling/touching, have been successfully used for thousands of years. However, these methods are mainly relied on Doctor's experience and not quantified. In this presentation, we will try to develop a novel approach by using Medical Biometrics technology, i.e., Computerized TCM Diagnosis, to solve these problems. By some TCM-orient diagnosis acquisition devices, we could collect many kinds of date like tongue/pulse/odor with a priori knowledge from different diseases in hospitals. Then we use a statistical pattern recognition approach to extract all possible features from these images/waveforms, including color, texture, shape, and so on. After matching between our training data and testing data, some decision rules will be made. Finally, we apply our results to the practical diseases diagnosis to illustrate the effectiveness of our approach.
机译:中药(TCM)诊断方法,如看/嗅觉/触摸,已成功使用数千年。但是,这些方法主要依赖于医生的经验而未量化。在本演示文稿中,我们将尝试通过使用医学生物识别技术,即计算机化的中医诊断来开发一种新的方法,以解决这些问题。通过一些TCM-Orient诊断采集装置,我们可以收集多种日期,如舌/脉冲/气味,并以医院的不同疾病为先验的知识。然后,我们使用统计模式识别方法来提取来自这些图像/波形的所有可能的功能,包括颜色,纹理,形状等。在我们的培训数据和测试数据之间匹配后,将进行一些决定规则。最后,我们将结果应用于实际疾病的诊断,以说明我们的方法的有效性。

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