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Teleophthalmology in Practice: Lessons Learned from a Pilot Project. 远程眼科的实践:从试点项目中吸取的经验教训。
Pub Date : 2017-08-22 eCollection Date: 2017-01-01 DOI: 10.2174/1874431101711010020
Haleh Ayatollahi, Aynaz Nourani, Taleb Khodaveisi, Hossein Aghaei, Mehrdad Mohammadpour

Introduction: Ophthalmology is a medical specialty which may benefit from using telemedicine and teleophthalmology services. Such services are significantly important in the poor, remote, and impassable geographical areas, where there is no access to the ophthalmology services and ophthalmologists. This study aimed to design and implement a teleophthalmology system using the method of store-and-forward.

Methods: The study was conducted in 2015 and consisted of two main phases. The first phase was based requirement analysis, and in the second phase, after designing the prototype, an initial usability testing was undertaken in a teaching hospital. The participants of the study were 10 optometrists and 10 ophthalmologists (cornea specialists). For each phase of the research, a questionnaire was used to collect data, and the collected data were analyzed using descriptive statistics.

Results: In this study, users' requirements were initially investigated. Then, the teleophthalmology system was designed based on the literature review and the results derived from the requirements' analysis. Finally, usability testing showed that the users were relatively satisfied with the system.

Conclusion: According to the results, it can be concluded that the teleophthalmology technology can be used in the country by optometrists and ophthalmologists to improve eye health care services and to prevent the prevalence of curable eye diseases.

眼科是一门医学专业,可以从远程医疗和远程眼科服务中受益。这种服务在贫穷、偏远和交通不便的地区非常重要,因为这些地区无法获得眼科服务和眼科医生。本研究旨在采用存储转发的方法设计并实现一个远程眼科系统。方法:研究于2015年开始,主要分为两个阶段。第一阶段基于需求分析,第二阶段,在原型设计完成后,在一家教学医院进行了初步的可用性测试。该研究的参与者是10名验光师和10名眼科医生(角膜专家)。对于研究的每个阶段,使用问卷调查收集数据,并使用描述性统计分析收集到的数据。结果:本研究对用户需求进行了初步调查。然后,在文献综述和需求分析的基础上,设计了远程眼科系统。最后,可用性测试表明用户对系统比较满意。结论:根据研究结果,远程眼科技术可在全国范围内推广应用,以改善眼科保健服务,预防可治愈眼病的流行。
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引用次数: 15
Fun During Knee Rehabilitation: Feasibility and Acceptability Testing of a New Android-Based Training Device. 膝关节康复过程中的乐趣:一种新的基于android的训练设备的可行性和可接受性测试。
Pub Date : 2017-08-10 eCollection Date: 2017-01-01 DOI: 10.2174/1874431101711010029
Thomas Sanjay Weber-Spickschen, Christian Colcuc, Alexander Hanke, Jan-Dierk Clausen, Paul Abraham James, Hauke Horstmann

Purpose: The initial goals of rehabilitation after knee injuries and operations are to achieve full knee extension and to activate quadriceps muscle. In addition to regular physiotherapy, an android-based knee training device is designed to help patients achieve these goals and improve compliance in the early rehabilitation period. This knee training device combines fun in a computer game with muscular training or rehabilitation. Our aim was to test the feasibility and acceptability of this new device.

Methods: 50 volunteered subjects enrolled to test out the computer game aided device. The first game was the high-striker game, which recorded maximum knee extension power. The second game involved controlling quadriceps muscular power to simulate flying an aeroplane in order to record accuracy of muscle activation. The subjects evaluated this game by completing a simple questionnaire.

Results: No technical problem was encountered during the usage of this device. No subjects complained of any discomfort after using this device. Measurements including maximum knee extension power, knee muscle activation and control were recorded successfully. Subjects rated their experience with the device as either excellent or very good and agreed that the device can motivate and monitor the progress of knee rehabilitation training.

Conclusion: To the best of our knowledge, this is the first android-based tool available to fast track knee rehabilitation training. All subjects gave very positive feedback to this computer game aided knee device.

目的:膝关节损伤和手术后康复的最初目标是实现膝关节完全伸展和激活股四头肌。除了常规的物理治疗外,一种基于机器人的膝关节训练装置旨在帮助患者实现这些目标,并在早期康复期间提高依从性。这款膝盖训练设备将电脑游戏中的乐趣与肌肉训练或康复相结合。我们的目的是测试这种新设备的可行性和可接受性。方法:50名志愿者参加了电脑游戏辅助设备的测试。第一场比赛是高前锋比赛,记录了最大的膝盖伸展力量。第二个游戏涉及控制股四头肌的肌肉力量来模拟驾驶飞机,以记录肌肉激活的准确性。受试者通过完成一份简单的问卷来评估这个游戏。结果:使用过程中未出现任何技术问题。使用该设备后,没有受试者抱怨有任何不适。测量包括最大膝关节伸展力,膝关节肌肉激活和控制成功记录。受试者将他们使用该设备的体验评为“优秀”或“非常好”,并同意该设备可以激励和监测膝关节康复训练的进展。结论:据我们所知,这是第一个基于机器人的快速跟踪膝关节康复训练工具。所有受试者都对这个电脑游戏辅助的膝关节装置给出了非常积极的反馈。
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引用次数: 6
Complex Coronary Hemodynamics - Simple Analog Modelling as an Educational Tool. 复杂冠状动脉血流动力学-简单模拟建模作为教育工具。
Pub Date : 2017-07-28 eCollection Date: 2017-01-01 DOI: 10.2174/1874431101711010012
Gaurav R Parikh, Elvis Peter, Nikolaos Kakouros

Objective: Invasive coronary angiography remains the cornerstone for evaluation of coronary stenoses despite there being a poor correlation between luminal loss assessment by coronary luminography and myocardial ischemia. This is especially true for coronary lesions deemed moderate by visual assessment. Coronary pressure-derived fractional flow reserve (FFR) has emerged as the gold standard for the evaluation of hemodynamic significance of coronary artery stenosis, which is cost effective and leads to improved patient outcomes. There are, however, several limitations to the use of FFR including the evaluation of serial stenoses.

Method: In this article, we discuss the electronic-hydraulic analogy and the utility of simple electrical modelling to mimic the coronary circulation and coronary stenoses. We exemplify the effect of tandem coronary lesions on the FFR by modelling of a patient with sequential disease segments and complex anatomy.

Results: We believe that such computational modelling can serve as a powerful educational tool to help clinicians better understand the complexity of coronary hemodynamics and improve patient care.

目的:有创冠状动脉造影仍是评估冠状动脉狭窄的基础,尽管冠状动脉造影评估管腔损失与心肌缺血相关性较差。对于视觉评估认为中度的冠状动脉病变尤其如此。冠状动脉压力衍生的分数血流储备(FFR)已成为评估冠状动脉狭窄血流动力学意义的金标准,具有成本效益并可改善患者预后。然而,FFR的使用有一些限制,包括对一系列狭窄的评估。方法:在本文中,我们讨论了电子-液压类比和简单的电子建模在模拟冠状动脉循环和冠状动脉狭窄中的应用。我们举例说明串联冠状动脉病变对FFR的影响,通过建模患者的顺序疾病节段和复杂的解剖结构。结果:我们相信这样的计算模型可以作为一个强大的教育工具,帮助临床医生更好地了解冠状动脉血流动力学的复杂性,改善病人的护理。
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引用次数: 0
Nurse Competence on Physiologic Monitors Use: Toward Eliminating Alarm Fatigue in Intensive Care Units. 护士使用生理监护仪的能力:消除重症监护病房的警报疲劳。
Pub Date : 2017-04-14 eCollection Date: 2017-01-01 DOI: 10.2174/1874431101711010001
Azizeh K Sowan, Ana G Vera, Elma I Fonseca, Charles C Reed, Albert F Tarriela, Andrea E Berndt

Background: Studies on nurse competence on alarm management are a few and tend to be focused on limited skills. In response to Phase II of implementing the National Patient Safety Goal on clinical alarm systems safety, this study assessed nurses' perceived competence on physiologic monitors use in intensive care units (ICUs) and developed and validated a tool for this purpose.

Methods: This descriptive study took place in a Magnet hospital in a Southwestern state of the U.S. A Nurse Competence on Philips Physiologic Monitors Use Survey was created and went through validation by 13 expert ICU nurses. The survey included 5 subscales with 59 rated items and two open-ended questions. Items on the first 4 subscales reflect most common tasks nurses perform using physiologic monitors. Items on the fifth subscale (advanced functions) reflect rarely used skills and were included to understand the scope of utilizing advanced physiologic monitors' features. Thirty nurses from 4 adult ICUs were invited to respond to the survey.

Results: Thirty nurses (100%) responded to the survey. The majority of nurses were from Neuro (47%) and Surgical Trauma (37%) ICUs. The data supported the high reliability and construct validity of the survey. At least one (3%) to 8 nurses (27%) reported lack of confidence on each item on the survey. On the first four subscales, 3% - 40% of the nurses reported they had never heard of or used 27 features/functions on the monitors. No relationships were found between subscales' scores and demographic characteristics (p > .05). Nurses asked for training on navigating the central-station monitor and troubleshooting alarms, and the use of unit-specific super users to tailor training to users' needs.

Conclusion: This is the first study to create and test a list of competencies for physiologic monitors use. Rigorous, periodic and individualized training is essential for safe and appropriate use of physiologic monitors and to decrease alarm fatigue. Training should be comprehensive to include all necessary skills and should not assume proficiency on basic skills. Special attention should be focused on managing technical alarms. Increasing the number of super users is a recommended strategy for individualized and unit-specific training. There is a need for a usability testing of complex IT-equipped medical devices, such as physiologic monitors, for effective, efficient and safe navigation of the monitors.

背景:有关护士报警管理能力的研究为数不多,而且往往集中在有限的技能上。为响应关于临床报警系统安全的国家患者安全目标第二阶段的实施,本研究评估了重症监护病房(ICU)护士对生理监护仪使用的认知能力,并为此开发和验证了一种工具:这项描述性研究在美国西南部某州的一家磁性医院进行。研究人员制作了飞利浦生理监护仪护士使用能力调查表,并由 13 名 ICU 专家护士进行了验证。调查包括 5 个分量表,59 个评分项目和两个开放式问题。前 4 个分量表中的项目反映了护士使用生理监护仪执行的最常见任务。第五个分量表(高级功能)中的项目反映了很少使用的技能,列入该分量表是为了了解高级生理监护仪功能的使用范围。来自 4 个成人重症监护室的 30 名护士应邀参加了调查:30 名护士(100%)对调查做出了回应。大多数护士来自神经重症监护室(47%)和外科创伤重症监护室(37%)。数据支持了调查的高度可靠性和结构有效性。至少有 1 名(3%)至 8 名护士(27%)表示对调查的每个项目缺乏信心。在前四个分量表中,3%-40% 的护士表示从未听说过或使用过监护仪上的 27 项特征/功能。分量表得分与人口统计学特征之间未发现任何关系(P > .05)。护士们要求就中央站监护仪的导航和警报故障排除进行培训,并要求使用特定单位的超级用户来根据用户需求进行培训:这是第一项建立并测试生理监护仪使用能力清单的研究。严格、定期和个性化的培训对于安全、适当地使用生理监护仪和减少警报疲劳至关重要。培训应该全面,包括所有必要的技能,不应假定基本技能已经熟练掌握。应特别关注技术警报的管理。增加超级用户的数量是针对个人和特定单位培训的建议策略。有必要对复杂的配备信息技术的医疗设备(如生理监护仪)进行可用性测试,以便有效、高效和安全地浏览监护仪。
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引用次数: 0
Reasons in Support of Data Security and Data Security Management as Two Independent Concepts: A New Model 支持数据安全与数据安全管理两个独立概念的原因:一个新模型
Pub Date : 2016-10-28 DOI: 10.2174/1874431101610010004
H. Moghaddasi, S. Sajjadi, Mehran Kamkarhaghighi
Introduction: Any information which is generated and saved needs to be protected against accidental or intentional losses and manipulations if it is to be used by the intended users in due time. As such, information managers have adopted numerous measures to achieve data security within data storage systems, along with the spread of information technology. Background: The “data security models” presented thus far have unanimously highlighted the significance of data security management. For further clarification, the current study first introduces the “needs and improvement” cycle; the study will then present some independent definitions, together with a support umbrella, in an attempt to shed light on the data security management. Findings: Data security focuses on three features or attributes known as integrity, identity of sender(s) and identity of receiver(s). Management in data security follows an endless evolutionary process, to keep up with new developments in information technology and communication. In this process management develops new characteristics with greater capabilities to achieve better data security. The characteristics, continuously increasing in number, with a special focus on control, are as follows: private zone, confidentiality, availability, non-repudiation, possession, accountability, authenticity, authentication and auditability. Conclusion: Data security management steadily progresses, resulting in more sophisticated features. The developments are in line with new developments in information and communication technology and novel advances in intrusion detection systems (IDS). Attention to differences between data security and data security management by international organizations such as the International Standard Organization (ISO), and International Telecommunication Union (ITU) is necessary if information quality is to be enhanced.
简介:任何产生和保存的信息,如果要在适当的时候被预期的用户使用,都需要防止意外或故意的损失和操纵。因此,随着信息技术的普及,信息管理人员已经采用了许多措施来实现数据存储系统中的数据安全。背景:目前提出的“数据安全模型”一致强调了数据安全管理的重要性。为了进一步澄清,本研究首先引入了“需求和改进”周期;然后,该研究将提出一些独立的定义,以及一个支持伞,试图阐明数据安全管理。发现:数据安全主要关注三个特征或属性,即完整性、发送方身份和接收方身份。数据安全管理遵循一个无休止的进化过程,以跟上信息技术和通信的新发展。在此过程中,管理开发了具有更强大功能的新特性,以实现更好的数据安全性。这些特征在数量上不断增加,特别注重控制,包括:私有区域、机密性、可用性、不可否认性、占有性、可问责性、真实性、认证和可审计性。结论:数据安全管理稳步推进,功能更加完善。这些发展是为了配合资讯及通讯科技的新发展,以及入侵侦测系统的新进展。要提高信息质量,国际标准组织(ISO)、国际电信联盟(ITU)等国际组织必须重视数据安全与数据安全管理的区别。
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引用次数: 13
Medical Image Encryption: An Application for Improved Padding Based GGH Encryption Algorithm 医学图像加密:改进的基于填充的GGH加密算法的应用
Pub Date : 2016-10-28 DOI: 10.2174/1874431101610010011
M. Sokouti, A. Zakerolhosseini, B. Sokouti
Medical images are regarded as important and sensitive data in the medical informatics systems. For transferring medical images over an insecure network, developing a secure encryption algorithm is necessary. Among the three main properties of security services (i.e., confidentiality, integrity, and availability), the confidentiality is the most essential feature for exchanging medical images among physicians. The Goldreich Goldwasser Halevi (GGH) algorithm can be a good choice for encrypting medical images as both the algorithm and sensitive data are represented by numeric matrices. Additionally, the GGH algorithm does not increase the size of the image and hence, its complexity will remain as simple as O(n2). However, one of the disadvantages of using the GGH algorithm is the Chosen Cipher Text attack. In our strategy, this shortcoming of GGH algorithm has been taken in to consideration and has been improved by applying the padding (i.e., snail tour XORing), before the GGH encryption process. For evaluating their performances, three measurement criteria are considered including (i) Number of Pixels Change Rate (NPCR), (ii) Unified Average Changing Intensity (UACI), and (iii) Avalanche effect. The results on three different sizes of images showed that padding GGH approach has improved UACI, NPCR, and Avalanche by almost 100%, 35%, and 45%, respectively, in comparison to the standard GGH algorithm. Also, the outcomes will make the padding GGH resist against the cipher text, the chosen cipher text, and the statistical attacks. Furthermore, increasing the avalanche effect of more than 50% is a promising achievement in comparison to the increased complexities of the proposed method in terms of encryption and decryption processes.
医学图像是医学信息系统中重要而敏感的数据。为了在不安全的网络上传输医学图像,必须开发一种安全的加密算法。在安全服务的三个主要属性(即机密性、完整性和可用性)中,机密性是医生之间交换医学图像的最基本特征。Goldreich Goldwasser Halevi (GGH)算法是医学图像加密的一个很好的选择,因为该算法和敏感数据都是用数字矩阵表示的。此外,GGH算法不会增加图像的大小,因此其复杂度将保持在简单的O(n2)。然而,使用GGH算法的缺点之一是选择密文攻击。在我们的策略中,已经考虑到GGH算法的这个缺点,并通过在GGH加密过程之前应用填充(即蜗牛巡游XORing)来改进。为了评估它们的性能,考虑了三个测量标准,包括(i)像素变化率(NPCR), (ii)统一平均变化强度(UACI)和(iii)雪崩效应。在三种不同大小的图像上的结果表明,与标准GGH算法相比,填充GGH方法分别使UACI、NPCR和Avalanche的性能提高了近100%、35%和45%。此外,结果将使填充GGH抵抗密文、所选密文和统计攻击。此外,与所提出的方法在加密和解密过程方面增加的复杂性相比,将雪崩效应提高50%以上是一个有希望的成就。
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引用次数: 22
Turning Electromyography Reports Upside Down: A Pilot Study Surveying Referring Providers 将肌电图报告颠倒过来:一项调查转诊提供者的试点研究
Pub Date : 2016-06-23 DOI: 10.2174/1874431101610010001
Anant M. Shenoy, Kate Baquis, G. Baquis
Providers are expressing a desire for more efficient ways to retrieve relevant clinical data from the Electronic Health Record. In an effort to improve our Electromyography and Nerve Conduction Study reports, we surveyed referring providers on the effects of having the IMPRESSION at the start of the report. Our survey respondents felt that using this format for an Electromyography and Nerve Conduction Study report significantly improved the quality of the report while saving them time and/or mouse clicks when interpreting the report. Electro diagnosticians might consider using this format for their Electromyography and Nerve Conduction Study reports to improve referring provider satisfaction.
供应商表达了对从电子健康记录中检索相关临床数据的更有效方法的渴望。为了改进我们的肌电图和神经传导研究报告,我们调查了转诊提供者在报告开始时使用印象的效果。我们的调查受访者认为,使用这种格式的肌电图和神经传导研究报告显着提高了报告的质量,同时节省了他们的时间和/或鼠标点击时,解释报告。电诊断医生可以考虑使用这种格式的肌电图和神经传导研究报告,以提高转诊提供者的满意度。
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引用次数: 0
Characterization of chromosomal translocation breakpoint sequences in solid tumours: "an in silico analysis". 实体肿瘤中染色体易位断点序列的表征:“计算机分析”。
Pub Date : 2015-04-30 eCollection Date: 2015-01-01 DOI: 10.2174/1874431101509010001
Aditi Daga, Afzal Ansari, Rakesh Rawal, Valentina Umrania

Chromosomal translocations that results in formation and activation of fusion oncogenes are observed in numerous solid malignancies since years back. Expression of fusion kinases in these cancers drives the initiation & progression that ultimately leads to tumour development and thus comes out to be clinically imperative in terms of diagnosis and treatment of cancer. Nonetheless, molecular mechanisms beneath these translocations remained unexplored consequently limiting our knowledge of carcinogenesis and hence is the current field where further research is required. The issue of prime focus is the precision with which the chromosomes breaks and reunites within genome. Characterization of Genomic sequences located at Breakpoint region may direct us towards the thorough understanding of mechanism leading to chromosomal rearrangement. A unique computational multi-parametric analysis was performed for characterization of genomic sequence within and around breakpoint region. This study turns out to be novel as it reveals the occurrence of Segmental Duplications flanking the breakpoints of all translocation. Breakpoint Islands were also investigated for the presence of other intricate genomic architecture and various physico-chemical parameters. Our study particularly highlights the probable role of SDs and specific genomic features in precise chromosomal breakage. Additionally, it pinpoints the potential features that may be significant for double-strand breaks leading to chromosomal rearrangements.

染色体易位导致融合癌基因的形成和激活,多年来在许多实体恶性肿瘤中观察到。融合激酶在这些癌症中的表达驱动了肿瘤的发生和发展,最终导致肿瘤的发展,因此在癌症的诊断和治疗方面具有临床必要性。尽管如此,这些易位背后的分子机制仍未被探索,因此限制了我们对致癌作用的了解,因此是目前需要进一步研究的领域。首要关注的问题是染色体在基因组中断裂和重新结合的精确度。对断点区基因组序列的研究有助于我们深入了解染色体重排的机制。一个独特的计算多参数分析进行了基因组序列的特征和周围的断点区域。这项研究是新颖的,因为它揭示了在所有易位的断点两侧发生的片段复制。断点岛也被调查了其他复杂的基因组结构和各种物理化学参数的存在。我们的研究特别强调了SDs和特定基因组特征在精确染色体断裂中的可能作用。此外,它还指出了可能对导致染色体重排的双链断裂具有重要意义的潜在特征。
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引用次数: 4
A framework for integration of heterogeneous medical imaging networks. 异构医学影像网络集成框架。
Pub Date : 2014-09-16 eCollection Date: 2014-01-01 DOI: 10.2174/1874431101408010020
Carlos Viana-Ferreira, Luís S Ribeiro, Carlos Costa

Medical imaging is increasing its importance in matters of medical diagnosis and in treatment support. Much is due to computers that have revolutionized medical imaging not only in acquisition process but also in the way it is visualized, stored, exchanged and managed. Picture Archiving and Communication Systems (PACS) is an example of how medical imaging takes advantage of computers. To solve problems of interoperability of PACS and medical imaging equipment, the Digital Imaging and Communications in Medicine (DICOM) standard was defined and widely implemented in current solutions. More recently, the need to exchange medical data between distinct institutions resulted in Integrating the Healthcare Enterprise (IHE) initiative that contains a content profile especially conceived for medical imaging exchange: Cross Enterprise Document Sharing for imaging (XDS-i). Moreover, due to application requirements, many solutions developed private networks to support their services. For instance, some applications support enhanced query and retrieve over DICOM objects metadata. This paper proposes anintegration framework to medical imaging networks that provides protocols interoperability and data federation services. It is an extensible plugin system that supports standard approaches (DICOM and XDS-I), but is also capable of supporting private protocols. The framework is being used in the Dicoogle Open Source PACS.

医学影像在医学诊断和治疗支持方面的重要性日益增加。这在很大程度上要归功于计算机,它不仅在采集过程中,而且在可视化、存储、交换和管理的方式上,都彻底改变了医学成像。图像存档和通信系统(PACS)是医学成像如何利用计算机的一个例子。为了解决PACS与医疗成像设备的互操作性问题,定义了医学数字成像和通信(DICOM)标准,并在现有解决方案中广泛实施。最近,由于需要在不同的机构之间交换医疗数据,因此集成了医疗保健企业(IHE)计划,该计划包含一个专门为医疗成像交换构想的内容概要文件:用于成像的跨企业文档共享(XDS-i)。此外,由于应用程序的需求,许多解决方案开发了专用网络来支持其服务。例如,一些应用程序支持对DICOM对象元数据的增强查询和检索。提出了一种医学成像网络集成框架,提供协议互操作性和数据联合服务。它是一个可扩展的插件系统,支持标准方法(DICOM和XDS-I),但也能够支持私有协议。该框架被用于google开源PACS。
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引用次数: 4
Intelligent approach for analysis of respiratory signals and oxygen saturation in the sleep apnea/hypopnea syndrome. 智能方法分析睡眠呼吸暂停/低呼吸综合征的呼吸信号和氧饱和度。
Pub Date : 2014-06-13 eCollection Date: 2014-01-01 DOI: 10.2174/1874431101408010001
Vicente Moret-Bonillo, Diego Alvarez-Estévez, Angel Fernández-Leal, Elena Hernández-Pereira

This work deals with the development of an intelligent approach for clinical decision making in the diagnosis of the Sleep Apnea/Hypopnea Syndrome, SAHS, from the analysis of respiratory signals and oxygen saturation in arterial blood, SaO2. In order to accomplish the task the proposed approach makes use of different artificial intelligence techniques and reasoning processes being able to deal with imprecise data. These reasoning processes are based on fuzzy logic and on temporal analysis of the information. The developed approach also takes into account the possibility of artifacts in the monitored signals. Detection and characterization of signal artifacts allows detection of false positives. Identification of relevant diagnostic patterns and temporal correlation of events is performed through the implementation of temporal constraints.

本研究旨在通过对呼吸信号和动脉血氧饱和度(SaO2)的分析,为睡眠呼吸暂停/低呼吸综合征(SAHS)的临床诊断提供一种智能方法。为了完成这项任务,该方法利用了不同的人工智能技术和能够处理不精确数据的推理过程。这些推理过程基于模糊逻辑和对信息的时间分析。所开发的方法还考虑了被监测信号中存在伪影的可能性。检测和表征信号伪影允许检测假阳性。通过时间约束的实现来识别相关的诊断模式和事件的时间相关性。
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引用次数: 17
期刊
The open medical informatics journal
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