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Design and Development of a Platform for Processing Bio-Images and Signals Using Agent Oriented Programming

机译:使用面向代理的程序处理生物图像和信号的平台的设计和开发

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Agent can be defined as a component that, given a goal could act in the place of a user within its domain knowledge. Agents are also called intelligent agents, as intelligence is a key component of agency. Agent oriented approach can be viewed as next step of Object Oriented approach. The project work attempts to demonstrate the concept of developing Multi-Agent platform for processing of Bio-Images and signals. It also demonstrates the concept of developing and deploying agents using JADE – Java Agent DEvelopment framework. The technical goal of this work is to develop a multi agent platform for processing of bio-images and signals aiming at assisting medical practitioners in developing standard examination procedures. If a medical practitioner wants to have an expert opinion about mammogram images and EEG / ECG / EMG of his patient, Generic Agent can be invoked to which he has to specify the SSN (Social Security Number) of the patient, the type of the image and signal and the corresponding data file. The Generic Agent in turn will search for the Specific Agent – Breast image Agent , EEG Agent, ECG Agent, EMG Agent based on the image and signal type on the network and if found, the corresponding information will be passed to the specific agent by the Generic Agent. The result is being sent to the Generic Agent and it stores / updates the result in the Database using the Java Data Base Connectivity. As the agents on the JADE environment run on Threads, the response time is very less which helps the medical practitioner to make a quick diagnosis of mammogram images and signals.
机译:在给定目标的情况下,可以将代理定义为可以在其领域知识范围内替代用户的组件。代理也称为智能代理,因为智能是代理的关键组成部分。面向代理的方法可以看作是面向对象方法的下一步。该项目工作试图证明开发用于处理生物图像和信号的Multi-Agent平台的概念。它还演示了使用JADE – Java代理开发框架开发和部署代理的概念。这项工作的技术目标是开发一个用于处理生物图像和信号的多代理平台,旨在帮助医生制定标准的检查程序。如果医生希望对患者的乳房X光照片和EEG / ECG / EMG有专家意见,则可以调用通用代理,他必须为其指定患者的SSN(社会安全号),图像类型以及信号和相应的数据文件。然后,通用代理将根据网络上的图像和信号类型搜索特定代理-乳房图像代理,EEG代理,ECG代理,EMG代理,如果找到,相应的信息将由网络代理传递到特定代理。通用代理。结果将发送到通用代理,并且使用Java数据库连接将结果存储/更新到数据库中。由于JADE环境上的代理程序在Threads上运行,因此响应时间非常短,这有助于医疗从业人员对乳房X线照片和信号进行快速诊断。

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