Terenziani Paolo, German Efrat, Shahar Yuval
Departament of Computer Science, Universita' del Piemonte Orientale "A. Avogardo", Alessandria, Italy.
Stud Health Technol Inform. 2008;139:81-100.
Temporal aspects play a major role within clinical guidelines. Temporal issues arise when considering both guidelines per se, and the application of guidelines to specific patients. As a matter of fact, guidelines per se specify different diagnostic and\or therapeutic patterns, and temporal constraints on the intended times of execution of the actions they contain are an intrinsic part of guidelines themselves. Moreover, guidelines must be executed on the basis of patients' data, which are intrinsically temporal data (consider, e.g., the time when symptoms hold). Devising suitable representation formalisms to properly model such pieces of temporal information is a challenging task, for which several solutions have been proposed in the last years. Besides representation formalisms, temporal reasoning methodologies are also needed. Temporal abstraction is needed in order to infer abstract temporal data (as described in guideline action conditions) from "raw" timestamped patient data. Moreover, temporal constraint propagationis also needed, both at acquisition and at execution time. During acquisition, temporal constraint propagation is used to detect whether the temporal constraints in the guideline are consistent. At execution time, it is needed in order to check whether the actual time of execution of actions has respected the temporal constraints in the guideline, and to detect which are the next candidate actions to be executed, on the basis of the temporal constraints in the guideline. This chapter sketches some of the most important recent results about the above issues.
时间因素在临床指南中起着重要作用。在考虑指南本身以及将指南应用于特定患者时,会出现时间问题。事实上,指南本身规定了不同的诊断和/或治疗模式,并且对其中所包含行动的预期执行时间的时间限制是指南本身的固有组成部分。此外,指南必须根据患者数据来执行,而患者数据本质上是时间数据(例如,考虑症状持续的时间)。设计合适的表示形式来恰当地对这类时间信息进行建模是一项具有挑战性的任务,在过去几年中已经提出了几种解决方案。除了表示形式,还需要时间推理方法。需要进行时间抽象,以便从“原始”带时间戳的患者数据中推断出抽象的时间数据(如指南行动条件中所描述的)。此外,在获取和执行时都需要时间约束传播。在获取期间,时间约束传播用于检测指南中的时间约束是否一致。在执行时,需要它来检查行动的实际执行时间是否符合指南中的时间约束,并根据指南中的时间约束检测接下来要执行的候选行动。本章概述了关于上述问题的一些最重要的近期成果。