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2014 IEEE 16th International Conference on e-Health Networking, Applications and Services (Healthcom)最新文献

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FPGA based preliminary CAD for kidney on IoT enabled portable ultrasound imaging system 基于FPGA的物联网便携式超声成像系统肾脏初步CAD
Konda Divya Krishna, V. Akkala, R. Bharath, P. Rajalakshmi, M. Mateen
Ultrasound imaging has been widely used for preliminary diagnosis as it is non-invasive and has good scope for the doctors to analyze many diseases. Lack of trained sonographers make ultrasound imaging diagnosis time consuming to detect any abnormality. Sometimes the problem cannot exactly be identified which may lead to error in diagnosis. Hence in this paper we present computer aided automatic detection of abnormality in kidney on the ultrasound system itself, to decrease the time for reports and not to depend on the sonographer. We classified the kidney as normal and abnormal case. Segment the kidney region and extract Intensity histogram features and Haralick features from Gray Level Cooccurnace Matrix (GLCM). These features are calculated for a set of large data containing both normal and abnormal cases. Abnormal case includes kidney stone, cyst and bacterial infection. Standard deviation for each parameter is observed, considered only those features with less deviation and implemented on FPGA Kintex board. If the range of mean value is 1.08 to 1.336, skewness is 2.882 to 7.708, Kurtosis is 1.06 to 71.152, Cluster Shade is 72 to 243, Homogeneity is 0.993 to 0.998, the observed kidney image is normal otherwise abnormal.
超声成像因其无创性和对多种疾病的分析范围广而被广泛应用于初步诊断。缺乏训练有素的超声检查人员使得超声成像诊断费时,难以发现任何异常。有时问题不能准确地识别,这可能导致诊断错误。因此,在本文中,我们提出了计算机辅助自动检测肾脏异常的超声系统本身,以减少报告的时间,而不是依赖于超声医师。我们将肾脏分为正常和异常两类。对肾脏区域进行分割,从灰度共并发矩阵(GLCM)中提取灰度直方图特征和哈拉利克特征。这些特征是针对包含正常和异常情况的一组大数据计算的。异常情况包括肾结石、囊肿和细菌感染。观察各参数的标准差,只考虑偏差较小的特征,并在FPGA Kintex板上实现。如果平均值为1.08 ~ 1.336,偏度为2.882 ~ 7.708,峰度为1.06 ~ 71.152,聚类阴影为72 ~ 243,均匀性为0.993 ~ 0.998,则观察到的肾脏图像正常,否则异常。
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引用次数: 20
A framework for customizing the mobile and remote monitoring of patients with chronic diseases 定制慢性病患者移动和远程监测的框架
Vitor Pinheiro de Almeida, M. Endler, E. Haeusler
We present a means of generating a mobile clientserver application that enables customized remote monitoring of patients with chronic diseases. The customization is based on parameters and formal descriptions of: type of chronic disease, patient preferences, the monitoring procedure required by the doctor, prescribed medication and information about the current context (i.e., environment) of the patient, obtained from sensors. Based on this, the system determines which pieces of information should be regularly obtained from the patient through questionnaires and/or sensors of the smart phone and sensors connected to it. Relevant information are the ones that help to detect possible changes in the patient's health condition and the monitoring process of a patient by the doctor. The medical treatment and the kind of chronic disease will define the set of data to be collected. It should be stressed that the goal is not to support automatic medical diagnosis, but only to provide means for physicians to obtain updated information about their patients, so as to allow remote monitoring of patients.
我们提出了一种生成移动客户端服务器应用程序的方法,该应用程序可以对慢性病患者进行定制的远程监控。定制基于以下参数和正式描述:慢性病类型、患者偏好、医生要求的监测程序、处方药物以及从传感器获得的有关患者当前环境(即环境)的信息。在此基础上,系统通过问卷和/或智能手机的传感器以及与其相连的传感器,确定应该定期从患者那里获取哪些信息。相关信息是那些有助于检测患者健康状况可能发生的变化以及医生对患者的监测过程的信息。医疗和慢性病的种类将定义要收集的数据集。应该强调的是,目标不是支持自动医疗诊断,而只是为医生提供获取患者最新信息的手段,以便对患者进行远程监控。
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引用次数: 1
Experimental analysis for optimal separation between sensor and base station in WBANs 无线宽带网络中传感器与基站最佳分离的实验分析
Z. Aziz, U. Qureshi, F. Shaikh, Nafeesa Bohra, Abdelmajid Khelil, Emad A. Felemban
The reliable delivery of data is important in designing Wireless Body Area Networks (WBANs) employed for critical applications such as e-health. In order to communicate the data reliably from the sensors to the base station, the data transmission technique (star or multi-hop) and the transmission power plays a very important role. As transmission power is increased, transmission distance is increased and the data can be sent reliably to far nodes. However, in WBANs, there is always a limit to increase the transmission power. Keeping the power level at some low threshold and increasing the distance between a sensor and the base station results in reduced received power which ultimately degrades the data transmission. Thus, for star data transmission technique, the point to ponder is the maximum separation between a sensor and the base station to transmit the data reliably. The reliability in WBANs can be analyzed through different parameters such as received power, received signal strength indicator, link quality indicator, packet error rate, packet reception rate, etc. This paper aims at performing a reliability analysis for WBAN through the mentioned parameters to suggest an optimal sensor/base station separation using star data transmission technique. This analysis is performed employing the default routing protocol in TinyOS called the Collection Tree Protocol. Our study considers different sensor placements on different parts of the body as well as different angular offsets between sensor and base station.
在设计用于电子医疗等关键应用的无线体域网络(wban)时,可靠的数据传输非常重要。为了使传感器与基站之间的数据可靠地通信,数据传输技术(星型或多跳)和传输功率起着非常重要的作用。随着传输功率的增大,传输距离增大,数据可以可靠地发送到远端节点。然而,在无线宽带网络中,传输功率的增加总是有限制的。将功率水平保持在某个较低的阈值并增加传感器与基站之间的距离会导致接收功率降低,从而最终降低数据传输。因此,对于恒星数据传输技术来说,需要考虑的是传感器与基站之间的最大距离,以保证数据的可靠传输。wban的可靠性可以通过接收功率、接收信号强度指标、链路质量指标、包错误率、包接收率等参数来分析。本文旨在通过上述参数对无线宽带网络进行可靠性分析,提出采用星型数据传输技术实现传感器/基站分离的最佳方案。该分析是使用TinyOS中称为集合树协议的默认路由协议执行的。我们的研究考虑了传感器在身体不同部位的不同位置,以及传感器与基站之间的不同角度偏移。
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引用次数: 3
A three-dimensional network coverage optimization algorithm in healthcare system 医疗卫生系统三维网络覆盖优化算法
Xiaoshuang Liu, Guixia Kang, Ningbo Zhang, Bingning Zhu, Congcong Li, Yi Chai, Yuncheng Liu
This paper presents a healthcare monitoring architecture coupled with a wireless sensor network and wearable sensor systems which monitor chronic patients in nursing house or the elderly in their home. With this architecture, we investigate how sensor nodes are deployed in the three-dimension (3D) monitoring region to achieve uniform distribution, which directly determines the Quality of Service (QoS). Based on the existing two-dimension (2D) coverage-enhancing algorithms for wireless sensor networks, a 3D sensing model and a coverage optimization algorithm are proposed in this paper. Firstly, an intelligent optimization algorithm is utilized to adjust the position of sensor nodes. Then, we pick out the redundant nodes with the set coverage algorithm, and move them into the uncovered area to increase the coverage ratio. The simulation results show that the coverage ratio increased by the coverage optimization algorithm compared with the other coverage algorithms.
本文提出了一种结合无线传感器网络和可穿戴传感器系统的医疗监测架构,用于监测养老院的慢性患者或家中的老年人。利用这种架构,我们研究了传感器节点如何部署在三维(3D)监控区域以实现均匀分布,这直接决定了服务质量(QoS)。在现有无线传感器网络二维覆盖增强算法的基础上,提出了一种无线传感器网络三维感知模型和覆盖优化算法。首先,利用智能优化算法调整传感器节点的位置;然后,我们用集合覆盖算法挑选出冗余节点,并将其移动到未覆盖区域,以提高覆盖率。仿真结果表明,与其他覆盖算法相比,覆盖优化算法的覆盖率有所提高。
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引用次数: 7
Formal reliability analysis of a typical FHIR standard based e-Health system using PRISM 基于FHIR标准的典型电子医疗系统的形式可靠性分析
Usman Pervez, O. Hasan, K. Latif, S. Tahar, A. Gawanmeh, M. Hamdi
Fast Health Interoperable Resources (FHIR) is the recently proposed standard from HL7. Its distinguishing features include the user friendly implementation, support of built-in terminologies and for widely-used web standards. Given the safety-critical nature of FHIR, the rigorous analysis of e-health systems using the FHIR is a dire need since they are prone to failures. As a first step towards this direction, we propose to use probabilistic model checking, i.e., a formal probabilistic analysis approach, to assess the reliability of a typical e-health system used in hospitals based on the FHIR standard. In particular, we use the PRISM model checker to analyze the Markov Decision Process (MDP) and Continuous Time Markov Chain (CTMC) models to assess the failure probabilities of the overall system.
快速健康互操作资源(FHIR)是HL7最近提出的标准。它的显著特点包括用户友好的实现、对内置术语的支持和广泛使用的web标准。鉴于FHIR的安全关键性质,使用FHIR对电子卫生系统进行严格分析是迫切需要的,因为它们容易发生故障。作为朝这个方向迈出的第一步,我们建议使用概率模型检查,即一种正式的概率分析方法,来评估基于FHIR标准的医院中使用的典型电子卫生系统的可靠性。特别地,我们使用PRISM模型检查器来分析马尔可夫决策过程(MDP)和连续时间马尔可夫链(CTMC)模型来评估整个系统的故障概率。
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引用次数: 16
Indoor localization with wearable RF devices in 868MHz and 2.4GHz bands 868MHz和2.4GHz频段可穿戴射频设备的室内定位
Fabien Touvat, J. Poujaud, N. Noury
Assistive technologies are deployed to preserve good health and security of elderly people living independently in their own home. One such technology is the indoor localization which helps to detect the level of their daily activities. Among low intrusive technologies, the RF signal strength (RSSI) is a very attractive approach as it does not need additional localization hardware and is being already widely used in existing wireless components. We used ISM868 frequency band, the normalized social alarm band, but also ZigBee 2.4 GHz as an element of comparison. We demonstrated that RSSI measurement is not sufficient as is to locate a mobile device indoor.
使用辅助技术,以保持在自己家中独立生活的老年人的健康和安全。其中一项技术是室内定位,它有助于检测他们的日常活动水平。在低干扰技术中,射频信号强度(RSSI)是一种非常有吸引力的方法,因为它不需要额外的定位硬件,并且已经广泛应用于现有的无线组件中。我们使用ISM868频段,标准化的社会报警频段,也ZigBee 2.4 GHz作为一个比较元素。我们证明,RSSI测量是不够的,因为是定位室内移动设备。
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引用次数: 8
Simulation inverse problems of reconstruction of image data using patterned electrical impedance tomography female breast 女性乳房图形电阻抗断层成像数据重建的仿真反演问题
Helber R. Ferreira, H. I. A. Bustos, Wilfredo B. Figuerola
This article analyzes the performance of the Electrical Impedance Tomography (EIT) technique in the diagnosis of breast cancer. The simulations used EIDORS (Electrical Impedance Tomography and Diffuse Optical Tomography Reconstruction Software) and OCTAVE, a computational tool for numerical calculation. We compared three algorithms: prior Laplace, NOSER and Tikhonov. The NOSER algorithm obtained the best classification according to performance metrics of proximity between neoplasms, where this factor changes the resolution of the reconstruction images generated depending on the chosen algorithm.
本文分析了电阻抗断层扫描(EIT)技术在乳腺癌诊断中的应用。模拟使用EIDORS(电阻抗层析成像和漫射光学层析成像重建软件)和OCTAVE(一种用于数值计算的计算工具)。我们比较了三种算法:先验拉普拉斯、NOSER和Tikhonov。NOSER算法根据肿瘤之间的接近度的性能指标获得最佳分类,其中该因素根据所选算法改变生成的重建图像的分辨率。
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引用次数: 2
Software defined eHealth networking towards a truly mobile and reliable system 软件定义的电子健康网络朝着一个真正的移动和可靠的系统
Felipe S. Dantas Silva, José Castillo Lema, A. Neto, Flávio de Oliveira Silva, P. F. Rosa
The eHealth technology will change the way the health system is handled, mainly in developing countries, such as Brazil, where there is a huge shortage of healthcare professionals to assist the patients, especially for those living in rural and remote areas. The Context-Aware Mobile Approach (CAMA) seeks to improve the Brazilian primary healthcare system through context-aware eHealth facilities, such as people mobility, expecting to change the way that healthcare services are applied, managed, and maintained to achieve efficiency and safety for both patients and hospital staffs. Since this type of technology will handle vital parameters of people, it is mandatory that the involved network infrastructure can provide dependability and reliability so it can fulfill their role properly. This paper presents a network infrastructure based on the Software Defined Networking (SDN) paradigm to enable quality-oriented mobility control capabilities in the CAMA approach, to deploy mobility prediction, Point of Attachment (PoA) decision and handover setup meeting both application quality requirements and current wireless quality conditions, then improving the dependability and reliability of the eHealth biofeedback systems.
电子健康技术将改变卫生系统的运作方式,主要是在发展中国家,如巴西,在那里,医疗保健专业人员严重短缺,无法帮助病人,特别是那些生活在农村和偏远地区的人。情境感知移动方法(CAMA)旨在通过情境感知电子卫生设施(如人员移动性)改善巴西初级卫生保健系统,期望改变医疗保健服务的应用、管理和维护方式,以实现患者和医院工作人员的效率和安全。由于这种类型的技术将处理人的重要参数,因此所涉及的网络基础设施必须能够提供可靠性和可靠性,以便它能够正确地履行其角色。本文提出了一种基于软件定义网络(SDN)范式的网络基础设施,以实现CAMA方法中面向质量的移动性控制功能,部署移动性预测、连接点(PoA)决策和切换设置,满足应用质量要求和当前无线质量条件,从而提高电子健康生物反馈系统的可靠性和可靠性。
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引用次数: 11
A novel vectorcardiogram system 一种新型矢量心电图系统
G. Arrobo, Calvin A. Perumalla, Yang Liu, T. Ketterl, R. Gitlin, P. Fabri
This paper presents the proof-of-concept investigation for a miniaturized vectorcardiogram [VCG] system for ambulatory on-body applications that continuously monitors the electrical activity of the heart in three dimensions. We investigate the minimum distance between a pair of leads in the X, Y and Z axes such that the signals are distinguishable from the noise. The target dimensions for our VCG are 3×3×2 cm and, based on our preliminary results, it is possible to achieve these dimensions. The next step in our research is to build the miniaturized VCG system that includes processing, learning and communication capabilities.
本文介绍了一种用于动态身体应用的小型化矢量心电图[VCG]系统的概念验证研究,该系统可以在三维上连续监测心脏的电活动。我们研究了一对引线在X, Y和Z轴之间的最小距离,使信号与噪声区分开来。我们VCG的目标尺寸为3×3×2 cm,根据我们的初步结果,可以实现这些尺寸。我们下一步的研究是构建具有处理、学习和通信功能的微型化VCG系统。
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引用次数: 5
eHealth-as-a-Service (eHaaS): The industrialisation of health informatics, a practical approach 电子健康即服务(eHaaS):健康信息学的工业化,一种实用的方法
A. Black, T. Sahama
With the introduction of the Personally Controlled Health Record (PCEHR), the Australian public is being asked to accept greater responsibility for their healthcare. Although well designed, constructed and intentioned, policy and privacy concerns have resulted in an eHealth model that may impact future health information sharing requirements. Thus an opportunity to transform the beleaguered Australian PCEHR into a sustainable on-demand technology consumption model for patient safety must be explored further. Moreover, the current clerical focus of healthcare practitioners must be renegotiated to establish a shared knowledge creation landscape of action for safer patient interventions. To achieve this potential however requires a platform that will facilitate efficient and trusted unification of all health information available in real-time across the continuum of care. As a conceptual paper, the goal of the authors is to deliver insights into the antecedents of usage influencing superior patient outcomes within an eHealth-as-a-Service framework. To achieve this, the paper attempts to distil key concepts and identify common themes drawn from a preliminary literature review of eHealth and cloud computing concepts, specifically cloud service orchestration to establish a conceptual framework and a research agenda. Initial findings support the authors' view that an eHealth-as-a-Service (eHaaS) construct will serve as a disruptive paradigm shift in the aggregation and transformation of health information for use as real-world knowledge in patient care scenarios. Moreover, the strategic value of extending the community Health Record Bank (HRB) model lies in the ability to automatically draw on a multitude of relevant data repositories and sources to create a single source of practice based evidence and to engage market forces to create financial sustainability.
随着个人控制健康记录(PCEHR)的引入,澳大利亚公众被要求对他们的医疗保健承担更大的责任。尽管设计、构建和意图良好,但政策和隐私问题导致了电子健康模式,可能会影响未来的健康信息共享需求。因此,必须进一步探索将陷入困境的澳大利亚PCEHR转变为可持续的按需技术消费模式以保障患者安全的机会。此外,医疗保健从业人员目前的工作重点必须重新协商,以建立一个共享的知识创造的行动景观,以更安全的患者干预。然而,要实现这一潜力,需要一个平台,促进在整个连续护理过程中实时获得的所有卫生信息的有效和可信的统一。作为一篇概念性论文,作者的目标是在“电子健康即服务”框架内提供对影响患者卓越结果的使用前因的见解。为了实现这一目标,本文试图从电子健康和云计算概念的初步文献综述中提炼出关键概念,并确定共同主题,特别是云服务编排,以建立概念框架和研究议程。最初的研究结果支持了作者的观点,即电子卫生即服务(eHaaS)结构将作为一种颠覆性的范式转变,在健康信息的聚集和转换中,作为患者护理场景中的现实世界知识使用。此外,扩展社区健康记录银行(HRB)模式的战略价值在于能够自动利用大量相关数据存储库和来源,以创建基于实践的单一证据来源,并利用市场力量创造财务可持续性。
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引用次数: 14
期刊
2014 IEEE 16th International Conference on e-Health Networking, Applications and Services (Healthcom)
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