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Simple Method for Estimation of Hemoglobin in Human Blood Using Color Analysis

机译:使用颜色分析估算人血中血红蛋白的简单方法

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摘要

Anemic conditions in women and children across the world are a serious cause for concern. The standard method for measuring hemoglobin (Hb) in human blood is the well-recognized cyanmethemoglobin method as recommended by the World Health Organization (WHO). There are a number of methods available that give very approximate results as compared to this method. The color-measurement technique is one of them and it is recommended by the WHO for adaptation in low-resource settings. Since human interpretation errors are likely to creep in during the subjective processes involved with this method, an artificial neural network (ANN) approach for the estimation of Hb count in human blood has been evaluated. The ANN used color-coded values of the samples as input and the Hb value, as obtained with the cyanmethemoglobin method, as desired output using 2007 samples. The results show a strong relation between the color of the blood sample and the Hb level in the blood.
机译:全世界妇女和儿童的贫血状况是引起人们严重关注的严重问题。测量人体血液中血红蛋白(Hb)的标准方法是世界卫生组织(WHO)推荐的公认的氰化高铁血红蛋白方法。与该方法相比,有许多方法可以提供非常近似的结果。色彩测量技术就是其中之一,并且被WHO推荐用于低资源环境。由于在此方法涉及的主观过程中可能会出现人类解释错误,因此已经评估了用于估计人类血液中Hb计数的人工神经网络(ANN)方法。 ANN使用样本的颜色编码值作为输入,并使用cyanmethemoglobin方法获得的Hb值作为使用2007样本的期望输出。结果表明,血液样本的颜色与血液中的血红蛋白水平之间存在很强的关系。

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