Leistungssteigerung von Patienten-Monitoring durch Compressive Sensing

T. Hofer, Stefano Bromuri, Michael Schumacher
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Abstract

Chronic diseases like those related to the cardiovascular system are among the most common causes of death worldwide, as are chronic obstructive diseases of the lung (COPD: chronic obstructive pulmonary disease). In most cases, the disease progression can be slowed down, yet there is no way to stop it. To this end, strict therapy compliance, along with the continuous monitoring of vital parameters, appears crucial. With the development of connected terminal devices and progress made in information technologies over the past years, continuous patient monitoring is now possible without requiring costly hospitalizations. In the best-case scenario, this translates into improved, or at least not deteriorated, quality of life for the patients, with only a minor impact on their daily life. The COMPASS 1 (COntinuous multi-variate Monitoring of Patients Affected by chronic obstructive pulmonary diSeaSe) project seeks to develop a personal health system (PHS) that is capable of continuously monitoring vital parameters and compressing patient data, while ensuring interoperability and patient safety, in addition to providing prognostic information. This article presents a novel approach to combining interoperability with HL7 standards whilst simultaneously ensuring data compression via compressive sensing.
这就是“透明感应
与心血管系统相关的慢性病是全世界最常见的死亡原因之一,肺部慢性阻塞性疾病(COPD:慢性阻塞性肺病)也是如此。在大多数情况下,疾病的进展可以减缓,但没有办法阻止它。为此,严格的治疗依从性以及对重要参数的持续监测显得至关重要。随着连接终端设备的发展和过去几年信息技术的进步,现在可以在不需要昂贵的住院治疗的情况下对患者进行持续监测。在最好的情况下,这意味着患者的生活质量得到改善,或者至少没有恶化,对他们的日常生活只有轻微的影响。COMPASS 1(慢性阻塞性肺疾病患者持续多变量监测)项目旨在开发一种个人健康系统(PHS),该系统能够持续监测重要参数并压缩患者数据,同时确保互操作性和患者安全,此外还提供预后信息。本文提出了一种将互操作性与HL7标准结合起来的新方法,同时通过压缩感知确保数据压缩。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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