基于超宽带传感器的乳腺癌诊断专用仪器及其可行性

A. Mishra, S. Sardar
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引用次数: 14

摘要

在这篇通信中,我们介绍了一种新的仪器策略,我们称之为应用专用仪器(ASIN),我们测试了所提出的方案在设计基于超宽带(UWB)传感器的模拟乳腺癌诊断系统中的可行性。当前一代的大多数高端仪器设备都是通用的,因为它们可以用于多种用途。因此,它们以分析模式执行。使用这些高端仪器,可以提取给定测试对象的信息,并根据这些信息做出某些决策。这种仪器的通用性质使它们昂贵,后处理要求需要专家的贡献。在所提出的ASIN方案中,直接使用传感器的观测值来做出所需的决策,而不提取任何中间信息。这反过来又使系统对给定的应用程序高度专门化。同时,这降低了成本和对专家的需求。我们已经使用超宽带传感器测试了这种系统在乳腺癌诊断中的可行性。通过对仿真数据的分析,表明该系统是可行的。这种策略将证明在使特定于应用程序的工具无处不在方面是无价的。更重要的是,ASIN的低成本和对专家的需求减少的特点使其适合在发展中国家的许多用途中进行探索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application specific instrumentation and its feasibility for UWB sensor based breast cancer diagnosis
In this correspondence we introduce a novel instrumentation strategy which we term as application specific instrumentation (ASIN) and we test the feasibility of the proposed scheme in designing a simulation based breast cancer diagnosis system using ultrawideband (UWB) sensors. Most of the high end instrumentation facilities of the current generation are generic in the sense that they can be used in more than one usage. Hence, they perform in a analysis mode. Using these high end instruments information is extracted for a given object under test and based on these information certain decision is made. This generic nature of the instruments make them costly and the postprocessing requirements require the contribution from specialists. In the proposed ASIN scheme, the observations from the sensors are directly used to make the required decision without extracting any intermediate information. This in turn makes the system highly specialised for a given application. At the same time this reduce the cost and the demand for specialists. We have tested the feasibility of such a system in breast cancer diagnosis using UWB sensors. The analysis, though based on simulated data, shows that the system is feasible. Such a strategy will prove invaluable in making application specific instruments ubiquitous. More than this, the low-cost and reduced demand for specialists features of ASIN make it suitable for exploration in numerous usages in the developing nations.
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