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2017 IEEE Global Humanitarian Technology Conference (GHTC)最新文献

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Water quality monitoring and waste management using IoT 利用物联网进行水质监测和废物管理
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239311
M. Ramesh, K. V. Nibi, Anupama Kurup, R. Mohan, A. Aiswarya, A. Arsha, P. Sarang
Poor water quality in Pettipalam Colony in Thalassery, Kannur District, Kerala is the source of many health issues among the colony residents. Soil and water contamination due to the accumulation of waste is another serious issue that adversely affects the health of the inhabitants in the area. There is a compelling need for the village inhabitants to appropriately monitor the water bodies and take suitable measures to dispose of the waste in the area. Over 2 acres of land is inhabited by people in Pettipalam Colony at Thalassery. Their colony ground was used as a municipal waste dump yard until 2014. Presently, also, the colony residents use the area for waste disposal and open defecation, thus contaminating the land and soil with plastic, organic, and chemical pollutants, etc. These contaminants affect the ground water and get washed into the water bodies when it rains, thus polluting the water resources. Techniques such as Bio-remediation (use of microorganisms to remove or neutralize pollutants) and vermi-composting, which triggers growth of plants that absorb the contaminants, can be introduced to address the issue of reducing the level of contaminants in the soil. But these solutions require proper identification of the contaminants. An extensive sensor system, which can monitor the contaminants in the soil as well as the water bodies, is essential. This project aims to design and develop an IoT based system that can sense the environmental parameters and effectively deliver information on the level of contamination and the quality of the water. Sensors to detect the hydrocarbons, chemical and metal content in the soil can be integrated into a soil probe for monitoring the soil contamination. And sensors for detecting pH, conductivity, dissolved oxygen, turbidity, etc. can be used for monitoring the water quality in the rivers, ponds, etc. in the site of interest. The design, development and implementation of an IoT based system will help the authorities take the necessary steps to perform proper waste management of the affected area. We anticipate that monitoring the suitable parameters will help to impact land restoration initiatives in many areas of India.
喀拉拉邦坎努尔区Thalassery的Pettipalam殖民地水质差是殖民地居民中许多健康问题的根源。由于废物堆积造成的土壤和水污染是对该地区居民健康产生不利影响的另一个严重问题。村里的居民迫切需要适当地监测水体,并采取适当的措施处置该地区的废物。在Thalassery的Pettipalam殖民地,人们居住着超过2英亩的土地。它们的聚居地在2014年之前一直被用作城市垃圾场。目前,该地区的居民还利用该地区进行废物处理和露天排便,从而污染了土地和土壤的塑料,有机和化学污染物等。这些污染物影响地下水,在下雨时被冲刷到水体中,从而污染了水资源。可以引入诸如生物修复(利用微生物去除或中和污染物)和蚯蚓堆肥等技术来解决降低土壤中污染物水平的问题。蚯蚓堆肥可促使吸收污染物的植物生长。但这些解决方案需要正确识别污染物。一个广泛的传感器系统是必不可少的,它可以监测土壤和水体中的污染物。该项目旨在设计和开发一个基于物联网的系统,该系统可以感知环境参数,并有效地提供有关污染水平和水质的信息。检测土壤中碳氢化合物、化学物质和金属含量的传感器可以集成到土壤探针中,用于监测土壤污染。用于检测pH值,电导率,溶解氧,浊度等的传感器可用于监测感兴趣地点的河流,池塘等的水质。基于物联网的系统的设计、开发和实施将有助于当局采取必要措施,对受影响地区进行适当的废物管理。我们预计,监测合适的参数将有助于影响印度许多地区的土地恢复举措。
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引用次数: 42
Spatial data in the Global South: A case study of alternative land management tools for cities with limited resources 全球南方的空间数据:资源有限的城市替代性土地管理工具的案例研究
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239224
Letícia Palazzi Perez, R. B. Santos, Guadalupe M. J. A. de Almeida, Guilherme Carpintero Carvalho
Brazil has 5.570 cities politically independent and yet entitled to manage urban land, no matter their technical or financial resources for that. Although informal land tenure is commonly associated to major metropolitan areas in Brazil, recent urbanization processes of cities inward the country's territory has led to informal land occupation of entire central districts. Informality is defined, in this context, as a condition whereby individual households are not legally recognized and tenure itself is frequently disputed, sometimes violently. Land tenure regularization is the also first step to solve the precariousness. In addition to land disputes, informal urban land occupation severely limits access to public services and facilities such as mail or water supply, for example. This article focuses on an innovative technical solution inspired by the “fit for purpose” tool for managing land, suggested by multilateral agencies such as Global Land Tool Network (GLTN). The inexpensive and replicable methodology is based both on intuitive mapping and editing tools and satellite images in a Geographic Information System. It was applied for one in many Brazilian recently and fast growing cities facing informality, yet with limited resources to address it through land regularization: Buritirana The case study was drawn from a nationwide sample of 200 local governments of national program for urban land tenure regularization, called “Papel Passado”, established in 2016, conducted in partnership between Ministry of Cities and the Federal University of ABC and could be easily be extended as a national policy urban development and resolution of land conflicts.
巴西有5570个城市在政治上独立,但有权管理城市土地,无论他们的技术或财政资源如何。虽然非正式的土地占有通常与巴西的主要都市地区有关,但最近巴西境内城市的城市化进程导致整个中央地区的非正式土地占有。在这种情况下,非正式被定义为个体家庭不被法律承认,所有权本身经常受到争议,有时甚至是激烈的争议。土地所有权正规化也是解决这种不稳定性的第一步。除了土地纠纷之外,非正式的城市土地占用严重限制了获得公共服务和设施,例如邮政或供水。这篇文章关注的是一种创新的技术解决方案,其灵感来自于全球土地工具网络(GLTN)等多边机构提出的“适合用途”的土地管理工具。这种廉价和可复制的方法基于直观的制图和编辑工具以及地理信息系统中的卫星图像。巴西许多最近发展迅速的城市都面临着非正式性问题,但通过土地正规化来解决这一问题的资源有限。该案例研究来自全国200个地方政府的城市土地所有权正规化国家计划的样本,该计划名为“Papel Passado”,于2016年由城市部和ABC联邦大学合作实施,可以很容易地扩展为城市发展和解决土地冲突的国家政策。
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引用次数: 7
Rural Indian microgrid design optimization — Intelligent battery sizing 印度农村微电网设计优化——智能电池尺寸
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239275
Gandhi Rajan, Meghana Kavakuntala, V. S. Rajkumar, S. Gnanavel, Vineeth Vijayaraghavan
This paper proposes an enhanced three step design framework for microgrids designed with fixed capacity shortages (CS) that optimizes cost using load prioritization, battery thresholds and predicted solar data in the design phase instead of operational phase to reduce capital expenditure. This is achieved through reduction in battery size. The framework uses HOMER to model microgrids that are cost optimized for a given CS and installation location. As the first step of the redesign, load prioritization is used to resize the system into a new configuration, termed as Default System Size (DSS). The battery size in DSS is subsequently optimized over second and third stages of design. The second stage, Battery Threshold Management (BTM) uses efficiencies brought about by setting battery thresholds using load information for a 24-hour autonomy. In the third step — Prediction Management (PM), the operational efficiency brought about by solar generation prediction data is incorporated into the design framework. The proposed framework is validated using 6 individual microgrids set in different rural Indian locations.
本文提出了一个改进的三步设计框架,用于设计具有固定容量短缺(CS)的微电网,该框架在设计阶段而不是运行阶段使用负载优先级、电池阈值和预测太阳能数据来优化成本,以减少资本支出。这是通过缩小电池尺寸来实现的。该框架使用HOMER对给定CS和安装位置成本优化的微电网进行建模。作为重新设计的第一步,负载优先级用于将系统调整为新的配置,称为默认系统大小(Default system Size, DSS)。DSS中的电池尺寸随后在设计的第二和第三阶段进行优化。第二阶段,电池阈值管理(BTM)利用利用负载信息设置电池阈值带来的效率,实现24小时自治。第三步预测管理(PM),将太阳能发电预测数据带来的运行效率纳入设计框架。所提出的框架通过在印度不同农村地区设置的6个单独的微电网进行了验证。
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引用次数: 6
Optimization of advanced energy storage for solar-diesel hybrid microgrids 太阳能-柴油混合微电网先进储能优化
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239302
D. Danley
Hybrid solar / diesel / battery microgrids are being suggested as a solution to rural electrification for many developing countries, even those with existing transmission / distribution networks. One question is how to balance the sizing of the various subsystems. Energy from photovoltaic systems is now far cheaper than even the lowest fuel-only costs for diesel generators. However, solar is only available during the day and is often intermittent, so energy storage is needed to optimize microgrid system performance and economics. With high penetrations of PV, the role of storage has moved from supplying overnight load to the need to capture excess PV energy during the day when load is low. This paper uses a custom time-series model to discuss optimization of solar, energy storage and on-demand-generators for community scale applications ranging from 10 kW to 10 MW of load. The paper also discusses the requirements for energy storage technologies needed to meet this application.
太阳能/柴油/电池混合微电网被建议作为许多发展中国家农村电气化的解决方案,即使是那些拥有现有输电/配电网络的国家。一个问题是如何平衡各个子系统的规模。现在,光伏发电系统的能源甚至比成本最低的柴油发电机还要便宜得多。然而,太阳能只能在白天使用,而且通常是间歇性的,因此需要储能来优化微电网系统的性能和经济性。随着光伏的高渗透率,储能的作用已经从供应夜间负荷转移到需要在白天负荷低时捕获多余的光伏能量。本文使用自定义时间序列模型来讨论从10千瓦到10兆瓦负荷的社区规模应用的太阳能,储能和按需发电机的优化。本文还讨论了满足这一应用所需的储能技术的要求。
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引用次数: 0
Prototype telepathology solutions that use the Raspberry Pi and mobile devices 使用树莓派和移动设备的原型心灵病理学解决方案
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239263
D. Ekong, P. Fontelo
Advances in mobile technologies have led to the use of mobile devices in telemedicine. Examples include smartphones for capturing microscopic images from glass slides for remote telepathology and in teledermatology consultations. As use of smartphones become even more pervasive in developing countries where expert medical consultation is greatly needed, telemedicine, such as telepathology and telemicroscopy consultations will become more feasible even in the most remote locations. In this paper, we report on our experience on an early evaluation of prototype systems that use the Raspberry Pi with mobile devices for telepathology consultation. We present some alternatives for connecting the Raspberry Pi to the Internet along with their performance measurements.
移动技术的进步导致在远程医疗中使用移动设备。示例包括用于远程远程病理学和远程皮肤科会诊的从玻片捕获显微图像的智能手机。随着智能手机的使用在急需专家医疗咨询的发展中国家变得更加普遍,远程医疗,如远程病理学和远程显微镜咨询,即使在最偏远的地方也将变得更加可行。在本文中,我们报告了我们对使用树莓派与移动设备进行心灵病理学咨询的原型系统的早期评估的经验。我们提出了一些将树莓派连接到互联网的替代方案以及它们的性能测量。
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引用次数: 8
An approach for crack detection in sewer pipes using acoustic signals 一种基于声信号的污水管道裂纹检测方法
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239242
M. Khan
This study investigates use of acoustic signals to detect cracks in polyvinyl chloride (PVC) sewer pipes. Cracked sewer pipes can result in release of untreated human and industrial waste, toxic materials and debris affecting human health and the environment. The released toxic effluents can pollute water reservoirs and damage public and private property. Polyvinyl Chloride (PVC) pipes have been extensively used in sewer systems for the past several decades. These pipes fail due to improper installation and engineering, incorrect operation, internal and external contamination, manufacturing defects and abuse by the users. Existing industry standard for crack detection in sewer pipes is based on a Closed-circuit television (CCTV) mounted crawler that passes through the sewer pipes and relays the video to an operator who visually observes and records the presence of cracks. This method requires a special vehicle, an electric generator, a reel-mounted data link cable and a customized software with a dedicated control system. There is a need for developing a system that can be easily deployable, economical and consistent in detecting cracks in pipes. The aim of this project is to analyze and relate attenuation in the acoustic signal to the condition of a pipe sample. Extensive empirical testing has been conducted on 0.1 m diameter PVC pipes with and without cracks. The preliminary results show that acoustic frequencies between 800 Hz–1.2 kHz are severely attenuated due to signal loss from cracks. Further testing in the laboratory and field is in progress to classify the location and extent of cracks in pipes. The findings from the study can be used to develop an acoustic based pipeline crack detection application.
本研究探讨使用声信号来检测聚氯乙烯(PVC)下水管道的裂缝。下水道管道破裂可能导致未经处理的人类和工业废物、有毒物质和碎片的释放,影响人类健康和环境。排放的有毒废水会污染水库,损害公共和私人财产。聚氯乙烯(PVC)管道在过去的几十年里广泛应用于下水道系统。这些管道由于安装和工程不当、操作不当、内部和外部污染、制造缺陷和用户滥用而失效。现有的污水管道裂缝检测行业标准是基于安装了闭路电视(CCTV)的爬行器,该爬行器穿过污水管道,并将视频传递给操作员,操作员可以直观地观察并记录裂缝的存在。这种方法需要一辆特殊的车辆、一台发电机、一根装在卷轴上的数据链电缆和一个带有专用控制系统的定制软件。需要开发一种易于部署、经济且一致的管道裂缝检测系统。本项目的目的是分析声信号的衰减与管道样品的状况之间的关系。对直径0.1 m的PVC管进行了大量的有裂缝和无裂缝的试验。初步结果表明,在800 Hz-1.2 kHz范围内,由于裂纹造成的信号损失,声波频率严重衰减。在实验室和现场进行的进一步测试正在进行中,以分类管道裂缝的位置和程度。研究结果可用于开发基于声学的管道裂纹检测应用。
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引用次数: 7
HydroMet: Deployment of a large scale nationwide hydrometeorological sensor network for flood warning and monitoring 水文气象:部署大规模的全国性水文气象传感器网络,用于洪水预警和监测
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239323
A. Retamar, G. Guba, G. V. Lopez, Harold Bryan Paler, Joven Javier, Felan Carlo C. Garcia, Jeanette Badong-Carlos, Jericho Capito, Ian C. Mosquera, M. D. Paz, Jasmin Jane Yabut
This paper presents the development and national deployment of hydro-meteorological monitoring devices, termed as HydroMet Stations, for flood warning and monitoring applications. We describe various challenges encountered during the course of implementation particularly those related to transportation, local logistics, location, and security. We also discussed lessons learned such as the early involvement of stakeholders, the modification of the design to further protect the sensors from observed issues that came up during implementation, as well as those related to local community engagements. Information, Education and Communication (IEC) Campaign was also discussed as a mode of information dissemination to communities for the currently deployed system consisting of 1,834 HydroMet stations. Likewise, various instances and use cases were enumerated stemming from end-users that have utilized the data for use in public service, research, and academic work. This includes government agencies, research institutes, academia, and other government-funded projects. Finally, a set of recommendations and next steps relevant to operation and further system improvements were discussed.
本文介绍了用于洪水预警和监测应用的水文气象监测设备(称为水文气象站)的发展和国家部署情况。我们描述了在实施过程中遇到的各种挑战,特别是与运输、当地物流、位置和安全有关的挑战。我们还讨论了经验教训,如利益相关者的早期参与,修改设计以进一步保护传感器免受实施过程中出现的观察问题的影响,以及与当地社区参与有关的问题。会议还讨论了信息、教育和通讯运动作为目前部署的由1 834个水文气象站组成的系统向社区传播信息的一种方式。同样,各种实例和用例被列举出来,这些实例和用例来自于利用这些数据用于公共服务、研究和学术工作的最终用户。这包括政府机构、研究机构、学术界和其他政府资助的项目。最后,讨论了与操作和进一步系统改进相关的一系列建议和下一步步骤。
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引用次数: 7
Solar powered observatory for educational activities 用于教育活动的太阳能天文台
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239312
S. Awara, R. Malik, David C. Garrett, A. B. Arfi
In the spring of 2013, Alberta experienced significant flooding. According to the government of Alberta, this flood was “the largest and most expensive natural disaster in Alberta's history” [1]. Siksika Nation was severely impacted, with almost 170 homes devastated by the flood [2]. Recovery was slow, with many families left in temporary housing or without power for several years. A community engagement program developed by the IEEE Southern Alberta Section has been taking place on the Siksika First Nation reservation. A student team from the University of Calgary with the IEEE Special Interest Group on Humanitarian Technology (SIGHT) affinity is leading these activities. The IEEE volunteers are currently working with the reservation's community members to build an astronomical observatory located in a dark area as part of the educational program. The team worked on installing an off-the-grid solar kit to power the observatory. The solar kit was assembled and tested by the students at the university and then installed at the observatory. After the installation of the solar kit, the community members will be trained to maintain the solar kit system while using the telescopes for observation.
2013年春天,艾伯塔省经历了严重的洪水。根据艾伯塔省政府的说法,这次洪水是“艾伯塔省历史上最大、最昂贵的自然灾害”[1]。Siksika Nation受到严重影响,近170所房屋被洪水摧毁[2]。恢复缓慢,许多家庭留在临时住所或几年没有电力。一个由IEEE南阿尔伯塔分部开发的社区参与项目已经在Siksika第一民族保留地进行。来自卡尔加里大学的一个学生团队与IEEE人道主义技术特别兴趣小组(SIGHT)密切相关,正在领导这些活动。作为教育计划的一部分,IEEE志愿者目前正在与保留地的社区成员合作,在一个黑暗的地区建造一个天文台。该团队致力于安装一个离网太阳能组件,为天文台供电。太阳能组件由大学的学生组装和测试,然后安装在天文台。安装太阳能组件后,社区成员将接受培训,在使用望远镜进行观测的同时维护太阳能组件系统。
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引用次数: 0
Screening donated breast milk in the developing world: Market evaluation and needs identification for rapid and sustainable methods of screening donated milk at human milk banks 在发展中国家筛选捐赠的母乳:在母乳库中筛选捐赠母乳的快速和可持续方法的市场评估和需求确定
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239309
Karen Mac, Taylor Maya Tromburg, Michele T. Parker, N. Morrison, Samantha O'Connor, Callie Weber, U. Kim
Human breast milk is considered the gold standard for infant nutrition, as breast milk is the only substance that is able to provide infants with the necessary nutrients in their first six months of life. Infants who are fed mother's breast milk are at lower risk for developing a variety of infections and autoimmune diseases and often display better developmental and cognitive performance compared to infants who are not fed breast milk. Most notably, studies have shown that breastfeeding could prevent up to 13% of child deaths worldwide [5]. However, many women are unable to breastfeed for a variety of reasons, including immuno-compromised status due to diseases such as HIV/AIDS, lack of time, or cultural pressures to use infant formula. In an attempt to solve this problem, there has been a global emergence of human breast milk banks that receive breast milk from screened donors and pasteurize the donated breast milk for distribution. However, the process of ensuring that donor milk is safe for use through pasteurization and screening via bacterial culturing is costly and time-consuming. Accordingly, a standardized implementation of the process has ranged widely. Furthermore, there are a lack of universal guidelines regarding the processing and treatment of breast milk donations around the world. This paper presents a comprehensive review detailing the different methods of pasteurization (including the Holder Method and flash pasteurization) and screening (such as Dornic acidity, bacterial culturing, and crematocrit method) at human milk banks in both developed and developing countries. Understanding different practices worldwide will help in identifying gaps in current efforts to ensure the safety of donated milk, highlighting areas for possible technology development and implementation. Our review demonstrates that few, if any solutions, currently exist for screening donated milk in a cost-effective and efficient manner.
人类母乳被认为是婴儿营养的黄金标准,因为母乳是唯一能够在婴儿生命的头六个月提供必要营养的物质。母乳喂养的婴儿患各种感染和自身免疫性疾病的风险较低,与不母乳喂养的婴儿相比,通常表现出更好的发育和认知能力。最值得注意的是,研究表明,母乳喂养可以预防全世界13%的儿童死亡[5]。然而,许多妇女由于各种原因无法进行母乳喂养,包括由于艾滋病毒/艾滋病等疾病导致的免疫功能低下、缺乏时间或使用婴儿配方奶粉的文化压力。为了解决这个问题,全球出现了人类母乳银行,它们从经过筛选的捐赠者那里接收母乳,并对捐赠的母乳进行巴氏消毒后分发。然而,通过巴氏灭菌和细菌培养筛选来确保供体奶安全使用的过程既昂贵又耗时。因此,该进程的标准化实施范围很广。此外,世界各地对母乳捐赠的处理和处理缺乏普遍的指导方针。本文详细介绍了发达国家和发展中国家母乳库中不同的巴氏灭菌方法(包括Holder法和闪蒸巴氏灭菌法)和筛选方法(如多尼克酸法、细菌培养法和火化法)。了解世界各地的不同做法将有助于确定目前确保捐赠牛奶安全工作中的差距,突出可能开发和实施技术的领域。我们的回顾表明,目前存在的以成本效益和有效的方式筛选捐赠牛奶的解决方案很少。
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引用次数: 2
Use of cough sounds for diagnosis and screening of pulmonary disease 用咳嗽声诊断和筛查肺部疾病
Pub Date : 2017-10-01 DOI: 10.1109/GHTC.2017.8239338
Christian Infante, Daniel B. Chamberlain, Rich Fletcher, Yogesh Thorat, R. Kodgule
Cough sound analysis has attracted interest as a potential low-cost diagnostic tool for low-resource settings, where the burden of pulmonary disease is quite high. However, published results on cough sound analysis are generally limited to specific pulmonary diseases (e.g. detection of Whooping cough — Pertussis) and the study sizes are small. In this paper, we present a general framework for cough sound analysis, which includes automatic cough segmentation, feature extraction and a general classification design that can be applied to a wide range of pulmonary diseases. For our analysis, three evidence-based features were selected (variance, kurtosis, and zero crossing irregularity) as well as an additional feature that we developed (rate of decay). Our cough sound analysis framework was tested using voluntary cough data collected from 54 patients presenting a combination of pulmonary conditions (COPD, asthma, and allergic rhinitis) equally sampled from all patients arriving at a pulmonary clinic, as well as 33 healthy individuals. All study subjects were examined with a stethoscope auscultation, clinical questionnaire, and peak flow meter, and were given a full pulmonary function test (spirometer, body plethysmograph, DLCO), which was the gold standard used to determine each patient's diagnosis. When the classifiers were trained using cough sounds alone, the accuracy (as determined by the AUC of the ROC curve) was 74% for Healthy vs Unhealthy, 80% for Obstructive vs non-Obstructive, and 81% for Asthma vs COPD. We also compared the performance of our cough sound analysis against other low-cost diagnostic tools and observed that cough sounds surprisingly had better performance than lung sound auscultation alone, but had significantly lower performance compared to our clinical questionnaire or peak flow meter test. From these data, we conclude that cough sounds have value as a rapid and simple screening tool, but are of less diagnostic value compared to a clinical questionnaire or peak flow meter.
咳嗽声分析作为一种潜在的低成本诊断工具引起了人们的兴趣,在资源匮乏的环境中,肺部疾病的负担相当高。然而,已发表的咳嗽声分析结果通常仅限于特定肺部疾病(例如百日咳的检测),而且研究规模很小。在本文中,我们提出了一个咳嗽声分析的总体框架,其中包括自动咳嗽分割,特征提取和一般分类设计,可以应用于广泛的肺部疾病。在我们的分析中,选择了三个基于证据的特征(方差、峰度和零交叉不规则性)以及我们开发的附加特征(衰减率)。我们的咳嗽声音分析框架使用从54名患有肺部疾病(COPD,哮喘和过敏性鼻炎)的患者中收集的自愿咳嗽数据进行测试,这些患者从所有到达肺部诊所的患者以及33名健康个体中均匀取样。所有研究对象均接受听诊器听诊、临床问卷和峰值血流仪检查,并进行全肺功能检查(肺活量计、体容积描记仪、DLCO),这是确定每位患者诊断的金标准。当分类器仅使用咳嗽声进行训练时,健康与不健康的准确率(由ROC曲线的AUC确定)为74%,阻塞性与非阻塞性为80%,哮喘与COPD为81%。我们还将我们的咳嗽声分析与其他低成本诊断工具的性能进行了比较,并观察到咳嗽声的性能出乎意料地优于单独的肺音听诊,但与我们的临床问卷或峰值流量计测试相比,其性能明显较低。从这些数据中,我们得出结论,咳嗽声作为一种快速而简单的筛查工具具有价值,但与临床问卷或峰值流量计相比,诊断价值较低。
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引用次数: 35
期刊
2017 IEEE Global Humanitarian Technology Conference (GHTC)
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