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Pattern mining analysis of pulmonary TB cases in Hamadan province: Using space-time cube

机译:时空立方体在哈马丹省肺结核病例的模式挖掘分析

摘要

Background and aims: One of the most common approach to understanding spatial and temporal trends of event data is to break it up into a series of time snapshots. Therefore space-time cube method applied in order to portray the likely trend in occurrence of the pulmonary tuberculosis (TB) cases. Methods: In this study, information of all patients with pulmonary TB recorded in surveillance system of Hamadan University of Medical Sciences from 2005 to 2013 years were studied. After geocoding the residence location address of pulmonary TB cases and converted to point layer, the space-time cube was used to detect likely trends in occurrence of tuberculosis. Then, based on the space-time cube results the Emerging Hot Spot Analysis was run to clustering hot and cold spots. Results: There was significant increasing trend in occurrence of pulmonary TB cases. The statistic trend was 2.1871 and P-value was 0.0287, as well as 36 hot spots locations was detected that have been form approximately in central areas of province. Conclusion: Significantly increasing trend in occurrence of TB cases and existence of hot spot, especially intensifying hot spots in central areas of province can represent pay more attention to this disease in mentioned areas in order to detect the change in epidemiological face and to implement suitable prevention programs.
机译:背景和目的:了解事件数据的时空趋势的最常用方法之一是将其分解为一系列时间快照。因此,为了描述肺结核(TB)病例发生的可能趋势,应用了时空立方体法。方法:本研究对2005年至2013年在哈马丹医科大学监测系统中记录的所有肺结核患者的信息进行了研究。在对肺结核患者的住所地址进行地理编码并转换为点层后,使用时空立方体检测结核病发生的可能趋势。然后,基于时空立方体结果,运行新兴热点分析以对热点和冷点进行聚类。结果:肺结核病例发生率呈明显上升趋势。统计趋势为2.1871,P值为0.0287,并且检测到大约在省中心地区形成的36个热点位置。结论:结核病发病率和热点的存在呈显着增加趋势,尤其是在省中部地区,热点的加剧可能代表着在上述地区对该病的重视,以便发现流行病学面貌的变化并采取适当的预防措施程式。

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