Web based prediction for diabetes treatment
Web based prediction for diabetes treatment
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DOI：
10.1016/j.future.2010.08.001
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发表时间：
2011-02-01
期刊：
影响因子：
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通讯作者：
Pisacane, Ornella
中科院分区：
文献类型：
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作者：
Grandinetti, Lucio;Pisacane, Ornella
糖尿病患者在治疗期间需要持续的支持，因为临床治疗可以在医疗治疗中得到改善，医生需要分享新信息并以交互方式支持患者。在本文中，我们描述了一种基于网络的软件工具，能够对患者在特定时间范围内的未来血糖水平进行预测，以进行假设分析，显示如果某些参数发生变化（患者饮食或临床治疗中），血糖水平可能会如何变化，以共享信息和建议，在专家和患者之间创建虚拟社区通过分类算法告知用户自己的健康状况，让患者每天记日记，了解健康状况的演变该系统融合了软件工程和运筹学方法，可以成为患者和专家的有效互动支持 (C) 2010 Elsevier B V 版权所有
Diabetics need continuous support during their therapy because the clinical treatment could be improved in the medical cures the doctors need to share the new information and to support their patients in an interactive way In this paper we describe a web based software tool able to perform predictions on the future glycaemia level of the patients for a specific time horizon to perform what-if analysis showing how the glycaemia level could vary if some parameters are changed (either in the diet of the patient or in the clinical treatment) to share information and suggestions creating a virtual community between specialists and patients to inform users about their health condition by a classification algorithm and to allow the patient to maintain a daily diary and to know about the evolution of the health condition The system merges software engineering and Operation Research methods and could become a valid interactive support for patients and specialists (C) 2010 Elsevier B V All rights reserved