Objectives: In this paper data flow and executive model of Mobile Health services risk management by the use of context aware systems are provided. Materials and Methods: Mobile health (M-Health) refers to using porta...Objectives: In this paper data flow and executive model of Mobile Health services risk management by the use of context aware systems are provided. Materials and Methods: Mobile health (M-Health) refers to using portable electronic devices having application for delivering health services and patient’s information management. M-Health can offer various services remotely in prevention, detection, control, and treatment of disease or in the conditions of disaster for a patient or an environment. These services can have more acceptable quality by the help of Context Aware Systems which are defined as the capacity of computing equipment for detection, feeling, interpreting, and replying to user’s local environmental aspects and computing equipment itself. In this paper, executive model is offered for managing services of M-Health based on context aware systems. One of the supplies of developing a context aware system is having a clear and well-defined definition of context and developing appropriate context information provider. In order to deliver high quality and well-managed M-Health services in the form of context aware systems, having clinical risk management plan is necessary. Conclusions: M-Health services need to develop appropriate communication strategies for interacting with stockholders at each stage of clinical risk management process. Risks, which are primarily resides in service providers, communicating channels or service receiver sides, can be well identified and managed using clinical risk management, M-Health and context aware systems. Thereby, these systems can offer qualified and precise services.展开更多
文摘Objectives: In this paper data flow and executive model of Mobile Health services risk management by the use of context aware systems are provided. Materials and Methods: Mobile health (M-Health) refers to using portable electronic devices having application for delivering health services and patient’s information management. M-Health can offer various services remotely in prevention, detection, control, and treatment of disease or in the conditions of disaster for a patient or an environment. These services can have more acceptable quality by the help of Context Aware Systems which are defined as the capacity of computing equipment for detection, feeling, interpreting, and replying to user’s local environmental aspects and computing equipment itself. In this paper, executive model is offered for managing services of M-Health based on context aware systems. One of the supplies of developing a context aware system is having a clear and well-defined definition of context and developing appropriate context information provider. In order to deliver high quality and well-managed M-Health services in the form of context aware systems, having clinical risk management plan is necessary. Conclusions: M-Health services need to develop appropriate communication strategies for interacting with stockholders at each stage of clinical risk management process. Risks, which are primarily resides in service providers, communicating channels or service receiver sides, can be well identified and managed using clinical risk management, M-Health and context aware systems. Thereby, these systems can offer qualified and precise services.
文摘为评估工业用户内部负荷设备受调控时存在的风险态势并加以防范,基于态势感知技术,提出了一种面向负荷管理过程的工业用户安全用电风险态势感知方法。首先,基于工业用户负荷设备的历史出力数据和故障率,训练贝叶斯长短期记忆网络(long short-term memory,LSTM)模型预测风险传播时刻的对应值;然后,类比SI(susceptible and infective)模型,提出了考虑负荷不确定性的风险传播模型;其次,从负荷设备自身安全风险、生产过程风险和经济损失风险3个角度提出了工业用户安全用电风险态势呈现指标体系;最后,基于风险传播模型和指标体系,有效实现工业用户内部负荷设备调控对象优选和指导风险防控方案制定。采用钢厂工业用户进行仿真算例分析,验证所提方法的合理性和有效性。
