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PROPOSAL FOR STUDY ON IR LIGHT AND GLUCOSE PHANTOM INTERACTION FOR HUMAN GLUCOSE QUANTIFICATION APPLICATIONS

机译:研究人类葡萄糖定量应用中的红外光与葡萄糖幻影相互作用的提案

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摘要

It has been established the importance of a constant glucose monitoring in order to keep a regular control for diabetes patients. Several medical studies accept the necessity of exploring alternatives for the traditional digital glucometer, given the pain and discomfort related to this technique, which can lead to a compromised control of the disease. Several efforts based on the application of IR spectroscopy had been done with favorable, yet not conclusive results. Therefore it's necessary to apply a comprehensive and interdisciplinary study based on the biochemical and optical properties of the glucose in the human body, in order to understand the interaction between this substance, its surroundings and IR light. These study propose a comprehensive approach of the glucose and IR light interaction, considering and combining important biochemical, physiological and optical properties, as well as some machine learning techniques for the data analysis. The results of this work would help to define the right parameters aiming to obtain an optical glucose quantification system and protocol.
机译:已经确定了恒定血糖监测的重要性,以保持对糖尿病患者的定期控制。考虑到与此技术相关的疼痛和不适,一些医学研究认为有必要探索传统数字血糖仪的替代方案,这可能导致疾病的控制受损。基于红外光谱的应用已经进行了数项努力,并取得了令人满意的结果,但尚无定论。因此,有必要基于人体葡萄糖的生化和光学特性进行全面的跨学科研究,以了解该物质,其周围环境与红外光之间的相互作用。这些研究提出了一种综合考虑葡萄糖和红外光相互作用的方法,考虑并结合了重要的生化,生理和光学特性,以及一些用于数据分析的机器学习技术。这项工作的结果将有助于定义正确的参数,旨在获得光学葡萄糖定量系统和协议。

著录项

  • 来源
  • 会议地点 San Diego CA(US)
  • 作者单位

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

    Facultad de Ingenieria Arquitectura y Diseno, Universidad Autonoma de Baja California, 3917 Carretera Transpeninsular Ensenada-Tijuana, Ensenada Mexico 22860;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Noninvasive glucose quantification; IR spectroscopy; Machine learning;

    机译:无创葡萄糖定量;红外光谱机器学习;

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