A Survey of the Diagnosis of Peripheral Neuropathy Using Intelligent and Wearable Systems

Muhammad Talha, Maria Kyrarini, E. Buriro
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Abstract

In recent years, the usage of wearable systems in healthcare has gained much attention, as they can be easily worn by the subject and provide a continuous source of data required for the tracking and diagnosis of multiple kinds of abnormalities or diseases in the human body. Wearable systems can be made useful in improving a patient’s quality of life and at the same time reducing the overall cost of caring for individuals including the elderly. In this survey paper, the recent research in the development of intelligent wearable systems for the diagnosis of peripheral neuropathy is discussed. The paper provides detailed information about recent techniques based on different wearable sensors for the diagnosis of peripheral neuropathy including experimental protocols, biomarkers, and other specifications and parameters such as the type of signals and data processing methods, locations of sensors, the scales and tests used in the study, and the scope of the study. It also highlights challenges that are still present in order to make wearable devices more effective in the diagnosis of peripheral neuropathy in clinical settings.
利用智能和可穿戴系统诊断周围神经病变的调查报告
近年来,可穿戴系统在医疗保健领域的应用备受关注,因为这些系统可以方便地穿戴在人体上,并为人体多种异常或疾病的跟踪和诊断提供所需的连续数据源。可穿戴系统有助于提高病人的生活质量,同时降低包括老年人在内的个人护理的总体成本。本调查报告讨论了最近在开发用于诊断周围神经病变的智能可穿戴系统方面的研究。本文详细介绍了最近基于不同可穿戴传感器诊断周围神经病变的技术,包括实验方案、生物标志物以及其他规格和参数,如信号类型和数据处理方法、传感器位置、研究中使用的量表和测试以及研究范围。报告还强调了为使可穿戴设备在临床环境中更有效地诊断周围神经病变所面临的挑战。
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