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System for autonomous treatment of a patient with arterial hypertension, basing on artificial intelligence methods

机译:基于人工智能方法的动脉高血压患者自主治疗系统

摘要

The system consists of a range of network services, applications, and above all artificial intelligence mechanisms (including neural networks, statistical and regulatory methods),which may prove more effective, reliable and predictable in optimising treatment at individual patient level compared to a traditional decision -making approach,knowledge and experience of a doctor.The system uses deep neural RNN (recurrent), CNN (convulsive) networks and LSTM (long short -term memory) architecture, which are run sequentially,and their results are mediated and balanced, autonomously "learning" based on diagnosis, recommendations and treatment effects in patients using our system.The idea of the system is to self -improve as the amount of data supplied by doctors and patients increases.
机译:该系统由一系列网络服务,应用程序以及最重要的人工智能机制(包括神经网络,统计和调节方法)组成,与传统决策相比,在针对单个患者的优化治疗方面可能被证明更为有效,可靠和可预测系统采用深度神经RNN(递归),CNN(惊厥)网络和LSTM(长短期记忆)体系结构,它们相继运行,其结果是中介和平衡的,使用我们的系统根据患者的诊断,建议和治疗效果自主地“学习”。该系统的思想是随着医生和患者提供的数据量的增加而自我完善。

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