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基于监测的克罗恩病临床过程个体化模型。

Monitoring-Based Model for Personalizing the Clinical Process of Crohn's Disease.

机构信息

Department of Computer Technology, University of Alicante, Alicante 03690, Spain.

出版信息

Sensors (Basel). 2017 Jul 5;17(7):1570. doi: 10.3390/s17071570.

Abstract

Crohn's disease is a chronic pathology belonging to the group of inflammatory bowel diseases. Patients suffering from Crohn's disease must be supervised by a medical specialist for the rest of their lives; furthermore, each patient has its own characteristics and is affected by the disease in a different way, so health recommendations and treatments cannot be generalized and should be individualized for a specific patient. To achieve this personalization in a cost-effective way using technology, we propose a model based on different information flows: control, personalization, and monitoring. As a result of the model and to perform a functional validation, an architecture based on services and a prototype of the system has been defined. In this prototype, a set of different devices and technologies to monitor variables from patients and their environment has been integrated. Artificial intelligence algorithms are also included to reduce the workload related to the review and analysis of the information gathered. Due to the continuous and automated monitoring of the Crohn's patient, this proposal can help in the personalization of the Crohn's disease clinical process.

摘要

克罗恩病是一种慢性病理,属于炎症性肠病组。患有克罗恩病的患者必须在余生中接受医学专家的监督;此外,每个患者都有其自身的特点,并且受到疾病的影响方式不同,因此健康建议和治疗不能一概而论,而应针对特定患者进行个体化。为了使用技术以具有成本效益的方式实现这种个性化,我们提出了一个基于不同信息流的模型:控制、个性化和监测。作为模型的结果,并为了进行功能验证,已经定义了一个基于服务的架构和系统原型。在该原型中,已经集成了一组用于监测来自患者及其环境的变量的不同设备和技术。还包括人工智能算法,以减少与所收集信息的审查和分析相关的工作量。由于对克罗恩病患者进行持续和自动监测,因此该提案有助于实现克罗恩病临床过程的个性化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d03/5539866/6c84fa92fa48/sensors-17-01570-g001.jpg

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