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支持医师协调 CIG 的分布式执行,以治疗共病患者。

Supporting physicians in the coordination of distributed execution of CIGs to treat comorbid patients.

机构信息

DISIT, Università del Piemonte Orientale, Viale Teresa Michel 11, Alessandria, Italy; AI@UPO, Università del Piemonte Orientale, Vercelli, Italy.

出版信息

Artif Intell Med. 2023 Jan;135:102472. doi: 10.1016/j.artmed.2022.102472. Epub 2022 Dec 5.

Abstract

Clinical Practice Guidelines (CPGs) encode the "best" medical practices to treat patients affected by a specific disease and are widely used in the medical practice. Starting from the '90s', several Computer-Interpretable Guideline (CIG) systems have been devised to provide physicians with CPG-based decision support. CPGs (and CIGs) are devoted to provide evidence-based recommendations for one specific disease. In order to support the treatment of patients affected by multiple diseases (i.e., comorbid patients), challenging additional tasks have to be addressed, such as (i) the detection of the interactions between CIG actions, (ii) their management, and, finally, (iii) the "merge" or conciliation of the CIGs. Several CIG approaches have been recently extended in order to face (at least one of) such challenging problems, and one of them is GLARE. However, besides the solutions to tasks (i)-(iii) above, the "run-time" support to physicians treating a comorbid patient requires additional capabilities, to support the distribution of the management of interactions and of the execution of CIGs among different physicians. In this paper, we propose a general framework, based on GLARE and GLARE-SSCPM, to provide such additional capabilities.

摘要

临床实践指南 (CPGs) 编码了治疗特定疾病患者的“最佳”医疗实践,并在医疗实践中得到广泛应用。从 90 年代开始,已经设计了几个计算机可解释的指南 (CIG) 系统,为医生提供基于 CPG 的决策支持。CPGs(和 CIGs)致力于为特定疾病提供基于证据的建议。为了支持治疗患有多种疾病的患者(即合并症患者),还需要解决具有挑战性的其他任务,例如 (i) 检测 CIG 操作之间的相互作用,(ii) 对其进行管理,最后,(iii)“合并”或协调 CIG。最近已经扩展了几种 CIG 方法来应对(至少一个)此类具有挑战性的问题,其中之一是 GLARE。然而,除了上述任务 (i)-(iii) 的解决方案外,为了治疗合并症患者,还需要为医生提供额外的能力来支持交互管理的分配以及不同医生之间的 CIG 执行。在本文中,我们提出了一个基于 GLARE 和 GLARE-SSCPM 的通用框架,以提供这些额外的能力。

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