digital devices

数字设备
  • 文章类型: Systematic Review
    BACKGROUND: eHealth applications can support early mobilization and physical activity (PA) after surgery. This systematic review provides an overview of eHealth services to enhance or record PA after visceral surgery interventions.
    METHODS: Two electronic databases (MEDLINE PubMed and Web of Science) were systematically searched (November 2023). Articles were considered eligible if they were controlled trials and described digital devices used to promote PA after visceral surgery. The Cochrane risk of bias (RoB-2) tool was used to determine the methodological quality of studies.
    RESULTS: A total of nine randomized controlled studies (RCT) were included in this systematic review. The studies differed with respect to the interventions, surgical indications and evaluation variables. The risk of bias of the individual studies was moderate. The six studies using activity trackers (AT) predominantly showed insignificant improvements in the postoperative step count. The more complex fitness applications could partially reveal significant advantages compared to the control groups and the home-based online training also showed a significant increase in functional capacity.
    CONCLUSIONS: Activity tracking alone has so far failed to show clinically relevant effects. In contrast, the more complex eHealth applications revealed advantages compared to usual postoperative care. More high-quality studies are needed for evidence-based recommendations for eHealth services in conjunction with visceral surgery.
    UNASSIGNED: HINTERGRUND: eHealth-Anwendungen können die Frühmobilisation und körperliche Aktivität (kA) nach Operationen unterstützen. Dieses systematische Review soll einen Überblick über eHealth-Dienste zur Verbesserung oder Erfassung von kA nach viszeralchirurgischen Eingriffen geben.
    METHODS: Zwei elektronische Datenbanken (MEDLINE PubMed und Web of Science) wurden systematisch durchsucht (November 2023). Artikel wurden als geeignet betrachtet, wenn es sich um kontrollierte Studien handelte, die digitale Geräte zur Förderung der kA nach viszeralchirurgischen Eingriffen beschrieben. Zur Bestimmung der methodischen Qualität der Studien wurde das Cochrane Risk of Bias (RoB-2) Tool verwendet.
    UNASSIGNED: Neun randomisierte kontrollierte Studien wurden eingeschlossen. Die Studien unterschieden sich hinsichtlich der Interventionen, der chirurgischen Indikationen und der Bewertungsvariablen. Das Biasrisiko der einzelnen Studien war moderat. Die sechs Studien, in denen Aktivitäts-Tracker (AT) verwendet wurden, erzielten überwiegend keine Verbesserungen der Schrittzahl nach der Operation. Die komplexeren Fitnessapplikationen konnten teilweise signifikante Vorteile gegenüber den Kontrollgruppen nachweisen. Ebenso zeigte ein heimbasiertes Onlinetraining eine signifikante Steigerung der funktionellen Kapazität.
    UNASSIGNED: Alleiniges AT zeigt bisher keine klinisch relevanten Effekte. Im Gegensatz dazu zeigten die komplexeren eHealth-Anwendungen Vorteile im Vergleich zur üblichen postoperativen Versorgung. Für evidenzbasierte Empfehlungen für eHealth-Dienste in Verbindung mit Viszeralchirurgie sind weitere hochwertige Studien erforderlich.
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  • 文章类型: Journal Article
    儿童从小使用的数字技术范围已大大扩展。大多数研究表明,学龄前儿童现在在数字设备上花费的时间更长,并且在更年轻的时候开始使用它们。为这一挑战寻找解决方案具有研究价值和相关性,因为关于早期学龄前儿童接触数字设备的好处和坏处的数据是矛盾的。这就需要确定理论上合理和实际验证的标准,以指导儿童接触数字环境的持续时间和质量。
    要审查包含有关学龄前儿童接触数字环境的建议的研究,即,暴露限制和证据证明学龄前儿童在数字媒体上的时间有限。
    分析首先确定研究人员在研究数字环境中儿童行为时使用的理论基础。接下来是40项研究的概述,其中包括研究论文,官方报告,以及医疗保健和政府组织提出的方法建议。
    审查确定了以下儿童接触数字环境的基本规则:为儿童提供与数字设备的交互,使用教育应用程序,将开发适合儿童年龄的技能,确保由根据儿童的年龄相关能力限制接触的成年人对儿童的参与进行强制性监督,并为积极探索现实世界而不是虚拟世界创造条件。儿童的认知发展受数字内容的被动摄入影响最大。
    此处的数据可以帮助制定策略,以促进儿童对数字设备和媒体的健康和教育参与;但是,该综述强调了心理生理学研究的不足,这将有可能实际验证有关学龄前儿童暴露于数字环境的持续时间的建议。
    UNASSIGNED: The range of digital technologies that children use from an early age has expanded significantly. Most studies demonstrate that preschoolers now spend substantially longer on digital devices and start using them at a younger age. Finding a solution for this challenge has research merits and relevance, as the data on benefits and harm of early preschoolers\' exposure to digital devices is contradictory. This poses a need to determine theoretically sound and practically validated criteria that could guide the duration and quality of children\'s exposure to the digital environment.
    UNASSIGNED: To review studies that contain recommendations on preschoolers\' exposure to the digital environment, namely, exposure limits and evidence to justify the limitation of preschoolers\' time on digital media.
    UNASSIGNED: The analysis starts by identifying theoretical foundations that researchers use in their studies of children\'s behavior in the digital environment. This is followed by an overview of 40 studies that include research papers, official reports, and methodological recommendations made by healthcare and governmental organizations.
    UNASSIGNED: The review identified the following ground rules for children\'s exposure to the digital environment: to provide for child\'s interaction with a digital device, to use educational applications that will develop skills appropriate to the child\'s age, to ensure mandatory supervision of children\'s engagement by an adult who limits the exposure according to child\'s age-related capabilities and creates conditions for active exploration of the real rather than a virtual world. Children\'s cognitive development suffers the most from passive intake of digital content.
    UNASSIGNED: The data herein can help to develop strategies to promote healthy and educational engagement of children with digital devices and media; however, the review highlights the insufficiency of psychophysiological research that would make it possible to practically validate the recommendations on the duration of preschoolers\' exposure to the digital environment.
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  • 文章类型: Journal Article
    智能手机等数字设备,片剂,电脑,和笔记本电脑用于各种目的。数字显示质量得到了提高,使其不那么累人,在用户中更受欢迎。这项研究旨在审查数字设备的视觉舒适度和数字显示设置的偏好,以增强数字设备用户体验的视觉舒适度。
    搜索PubMed,EBSCO主机MEDLINEComplete,Scopus数据库,谷歌学者,并进行了人工引文审查,涵盖2010年至2022年期间。标准是根据PRISMA声明选择的。搜索主要集中在查找有关导致视觉不适的数字设备的现有文献以及提供更好的视觉舒适度的数字设备设置。
    数据库搜索通过MicrosoftExcel的应用产生了533个引用。有28项研究纳入最终评估。12项研究涉及导致视觉不适的数字设备,而另外16项关于数字设备设置的研究提供了更好的视觉舒适度。
    具有高亮度对比度的数字显示器,为了更好的视觉舒适度,优选正极性和足够的颜色。同时,台式机和笔记本电脑首选较小的字体,而较大的字体更适合智能手机。这项研究为数字显示开发人员学习和改进他们的显示技术以适应所表达的偏好提供了见解。
    UNASSIGNED: Digital devices such as smartphones, tablets, computers, and laptops are used for various purposes. The digital display quality has been improved, making it less tiring and more favoured among users. This study aimed to review the visual comfort of digital devices and the preferences of digital display settings that enhance the visual comfort experienced by digital device users.
    UNASSIGNED: A search of PubMed, EBSCO host MEDLINE Complete, Scopus database, Google Scholar, and manual citation review was conducted, covering the period between 2010 and 2022. The criteria were selected based on the PRISMA statements. The search mainly focused on finding the existing literature on digital devices that contribute to visual discomfort and digital device settings that provide better visual comfort.
    UNASSIGNED: The database search resulted in 533 references via the application of Microsoft Excel. There were 28 studies included in the final assessment. Twelve studies accounted for digital devices that contributed to visual discomfort, while another sixteen studies for digital device settings provided better visual comfort.
    UNASSIGNED: Digital displays with high luminance contrast, positive polarity and adequate colour were preferred for better visual comfort. Meanwhile, smaller fonts were preferred for desktops and laptops, while larger fonts were favoured for smartphones. This study provides insights for digital display developers to learn and improve their display technology to fit the preferences expressed.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    背景:自从发光二极管(LED)和,近年来,数字设备的扩散富含蓝光。这引发了一些关于其对眼睛健康的潜在有害影响的问题。这篇叙述性综述的目的是提供有关蓝光的眼部影响的最新信息,并讨论针对潜在的蓝光引起的眼外伤的保护和预防方法的效率。
    方法:在PubMed中搜索相关英文文章,Medline,和谷歌学术数据库,直到2022年12月。
    结果:蓝光照射会引起大多数眼组织的光化学反应,特别是角膜,镜头,和视网膜.体外和体内研究表明,某些暴露于蓝光(取决于波长或强度)会对眼睛的某些结构造成暂时或永久的损害,尤其是视网膜.然而,目前,没有证据表明屏幕使用和正常使用的LED对人类视网膜有害。关于保护,目前没有证据表明蓝色阻挡镜片对预防眼部疾病有有益作用,特别是年龄相关性黄斑变性(AMD)。在人类中,黄斑色素(由叶黄素和玉米黄质组成)通过过滤蓝光代表自然保护,并且可以通过增加食物或食物补充剂的摄入量来增加。这些营养素与AMD和白内障的较低风险相关。抗氧化剂如维生素C,E,或锌也可能有助于通过防止氧化应激来预防光化学眼部损伤。
    结论:目前,没有证据表明在家用强度水平或屏幕设备中正常使用的LED对人眼有视网膜毒性。然而,长期累积暴露的潜在毒性和剂量-反应效应目前尚不清楚.
    BACKGROUND: Exposure to blue light has seriously increased in our environment since the arrival of light emitting diodes (LEDs) and, in recent years, the proliferation of digital devices rich in blue light. This raises some questions about its potential deleterious effects on eye health. The aim of this narrative review is to provide an update on the ocular effects of blue light and to discuss the efficiency of methods of protection and prevention against potential blue light-induced ocular injury.
    METHODS: The search of relevant English articles was conducted in PubMed, Medline, and Google Scholar databases until December 2022.
    RESULTS: Blue light exposure provokes photochemical reactions in most eye tissues, in particular the cornea, the lens, and the retina. In vitro and in vivo studies have shown that certain exposures to blue light (depending on the wavelength or intensity) can cause temporary or permanent damage to some structures of the eye, especially the retina. However, currently, there is no evidence that screen use and LEDs in normal use are deleterious to the human retina. Regarding protection, there is currently no evidence of a beneficial effect of blue blocking lenses for the prevention of eye diseases, in particular age-related macular degeneration (AMD). In humans, macular pigments (composed of lutein and zeaxanthin) represent a natural protection by filtering blue light, and can be increased through increased intake from foods or food supplements. These nutrients are associated with lower risk for AMD and cataract. Antioxidants such as vitamins C, E, or zinc might also contribute to the prevention of photochemical ocular damage by preventing oxidative stress.
    CONCLUSIONS: Currently, there is no evidence that LEDs in normal use at domestic intensity levels or in screen devices are retinotoxic to the human eye. However, the potential toxicity of long-term cumulative exposure and the dose-response effect are currently unknown.
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  • 文章类型: Journal Article
    背景:实施数字技术是为了解决COVID-19大流行期间长期护理机构居民中断的社交需求。需要进行有关此主题的文献综述,以告知公共政策,设施经理,家庭照顾者,和护士/盟友卫生专业人员参与调解使用数字设备为居民的社会关系。我们的研究概述了关键概念,方法论,结果,问题,以及在与大流行相关的访问限制期间发表的文章中的空白。
    目的:我们的研究概述了关键概念,方法论,结果,问题,以及在与大流行相关的访问限制期间发表的文章中的空白。
    方法:遵循PRISMA-ScR协议,通过搜索3个数据库聚合器平台(EBSCO,ProQuest,和PubMed),用于2020年初至2021年6月底在同行评审期刊上发表的研究,当时实行了最严格的限制。我们包括定性和定量研究,reviews,评论,以法语或英语向编辑发表的观点和信件,重点关注数字技术,旨在在与大流行相关的探视限制期间支持长期护理机构居民的社会接触。
    结果:在763篇筛选文章中,29符合我们的选择标准。对他们每个人来说,我们表征了(1)作者/标题/发布日期(2)第一作者的国家(3)研究领域(4)文章类型(5)提到的技术类型。分析区分了从文献中出现的三个主要主题:(a)远程社会接触对居民的身心健康和福祉的影响和期望(n=12),(b)与谁或什么社会接触发生(n=17),(c)与数字技术相关的重大社会接触的限制和障碍(n=14)。结果首先强调了数字技术作者对长期护理机构居民的健康和生活质量的高度积极影响。第二,他们强调了需要考虑的多种联系,因为社会接触不仅与家庭照顾者保持联系,而且还出于其他目的(临终视频会议)和其他类型的联系(例如,员工和机器人)。第三,他们暴露了使用数字技术进行重大接触的局限性和障碍,并概述启用它们所需的条件。
    结论:该综述证明了有关实施数字技术以支持远程社交联系的文献概述的机会和风险。它显示了要考虑的多种联系,并揭示了从居民角度评估远程联系人的积极影响的必要性。因此,为了超越数字解决方案主义的风险,有必要进行研究,考虑到数字技术的实施对健康的整体影响,包括居民给予人际交流的意义和组织约束。
    BACKGROUND: Digital technologies were implemented to address the disruption of long-term care facility residents\' socialization needs during the COVID-19 pandemic. A literature review regarding this topic is needed to inform public policy, facility managers, family caregivers, and nurses and allied health professionals involved in mediating the use of digital devices for residents\' social ties.
    OBJECTIVE: Our study outlines key concepts, methodologies, results, issues, and gaps in articles published during pandemic-related visitation restrictions.
    METHODS: Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) protocol, a scoping review was conducted by searching 3 database aggregator platforms (EBSCO, ProQuest, and PubMed) for studies published in peer-reviewed journals from early 2020 to the end of June 2021, when the most stringent restrictions were in place. We included qualitative and quantitative studies, reviews, commentaries, viewpoints, and letters to the editors in French or English focusing on digital technologies aiming to support the social contact of residents in long-term care facilities during pandemic-related visitation restrictions.
    RESULTS: Among 763 screened articles, 29 met our selection criteria. For each study, we characterized the (1) authors, title, and date of the publication; (2) country of the first author; (3) research fields; (4) article type; and (5) type of technology mentioned. The analysis distinguished 3 main themes emerging from the literature: (1) impact and expectations of remote social contact on the physical and mental health and well-being of the residents (n=12), (2) with whom or what the social contact took place (n=17), and (3) limitations and barriers to significant social contact related to digital technologies (n=14). The results first underlined the highly positive impact expected by the authors of the digital technologies on health and quality of life of residents of long-term care facilities. Second, they highlighted the plurality of ties to consider, since social contact takes place not only with family caregivers to maintain contact but also for other purposes (end-of-life videoconferences) and with other types of contact (eg, with staff and robots). Third, they exposed the limitations and barriers to significant contact using digital technologies and outlined the required conditions to enable them.
    CONCLUSIONS: The review demonstrated the opportunities and risks outlined by the literature about the implementation of digital technologies to support remote social contact. It showed the plurality of ties to consider and revealed the need to evaluate the positive impact of remote contact from the residents\' perspectives. Therefore, to go beyond the risk of digital solutionism, there is a need for studies considering the holistic impact on health regarding the implementation of digital technologies, including the meaning residents give to interpersonal exchanges and the organizational constraints.
    BACKGROUND: OSF Registries osf.io/yhpx3; https://osf.io/yhpx3.
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  • 文章类型: Journal Article
    背景:传感器等新医疗技术的引入加快了收集患者数据以进行相关临床决策的过程,这导致了一种被称为数字生物标志物的新技术的引入。
    目的:本研究旨在评估基于数字生物标志物的干预措施的荟萃分析的方法学质量和证据质量。
    方法:本研究遵循PRISMA(系统评价和荟萃分析的首选报告项目)指南报告系统评价,包括系统综述的英文原版出版物,报告基于数字生物标志物的干预措施与不含数字生物标志物的替代干预措施的临床结局(疗效和安全性终点)的荟萃分析.本研究排除了不测量客观生理或行为数据的成像或其他技术。对PubMed和Cochrane图书馆进行了文献检索,限2019-2020年。使用AMSTAR-2(评估系统评论2的测量工具)和GRADE(建议分级,评估,发展,和评估),分别。这项研究由国家研究资助,匈牙利发展与创新基金。
    结果:最终分析中纳入了总共25项研究,报告了91项结果;1(4%),1(4%),和23(92%)的研究有高,低,方法学质量极低,分别。多达6个临床结果(7%)具有高质量的证据,80个结果(88%)具有中等质量的证据;5个结果(5%)的确定性水平较低。主要是由于偏见风险(85/91,93%),不一致(27/91,30%),和不精确(27/91,30%)。有高质量的证据表明死亡率有所改善,移植风险,心律失常检测,心脏设备的中风发生率,尽管报告质量低。计步器的高质量评论报告了中等质量的证据,包括对身体活动和BMI的影响。没有发现高质量证据和高方法学质量的报告。
    结论:该领域的研究人员应考虑AMSTAR-2标准和等级,以便将来进行高质量的研究。此外,病人,临床医生,建议政策制定者在做出有关数字生物标志物的临床决策之前考虑本研究的结果,以了解本研究中研究的各种干预措施的确定性程度。这项研究的结果应考虑其局限性,比如狭窄的时间范围。
    UNASSIGNED:RR2-10.2196/28204。
    The introduction of new medical technologies such as sensors has accelerated the process of collecting patient data for relevant clinical decisions, which has led to the introduction of a new technology known as digital biomarkers.
    This study aims to assess the methodological quality and quality of evidence from meta-analyses of digital biomarker-based interventions.
    This study follows the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guideline for reporting systematic reviews, including original English publications of systematic reviews reporting meta-analyses of clinical outcomes (efficacy and safety endpoints) of digital biomarker-based interventions compared with alternative interventions without digital biomarkers. Imaging or other technologies that do not measure objective physiological or behavioral data were excluded from this study. A literature search of PubMed and the Cochrane Library was conducted, limited to 2019-2020. The quality of the methodology and evidence synthesis of the meta-analyses were assessed using AMSTAR-2 (A Measurement Tool to Assess Systematic Reviews 2) and GRADE (Grading of Recommendations, Assessment, Development, and Evaluations), respectively. This study was funded by the National Research, Development and Innovation Fund of Hungary.
    A total of 25 studies with 91 reported outcomes were included in the final analysis; 1 (4%), 1 (4%), and 23 (92%) studies had high, low, and critically low methodologic quality, respectively. As many as 6 clinical outcomes (7%) had high-quality evidence and 80 outcomes (88%) had moderate-quality evidence; 5 outcomes (5%) were rated with a low level of certainty, mainly due to risk of bias (85/91, 93%), inconsistency (27/91, 30%), and imprecision (27/91, 30%). There is high-quality evidence of improvements in mortality, transplant risk, cardiac arrhythmia detection, and stroke incidence with cardiac devices, albeit with low reporting quality. High-quality reviews of pedometers reported moderate-quality evidence, including effects on physical activity and BMI. No reports with high-quality evidence and high methodological quality were found.
    Researchers in this field should consider the AMSTAR-2 criteria and GRADE to produce high-quality studies in the future. In addition, patients, clinicians, and policymakers are advised to consider the results of this study before making clinical decisions regarding digital biomarkers to be informed of the degree of certainty of the various interventions investigated in this study. The results of this study should be considered with its limitations, such as the narrow time frame.
    RR2-10.2196/28204.
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  • 文章类型: Journal Article
    在患有阿尔茨海默病(PwAD)的人中,需要及时诊断的特定工具,管理,和症状的治疗。新的技术解决方案,包括数字设备,应用程序(apps),传感器和虚拟现实,代表客观和可靠评估的有希望的可能性,这一领域的监测和干预战略。我们的结构化审查提供了(I)诊断技术解决方案的最新摘要,(ii)AD相关症状的管理和(iii)治疗。为此,我们搜索了电子数据库(即,PubMed,WebofScience,和Cochrane图书馆)在过去10年中发表的研究。该综述的两位作者提取了感兴趣的数据。共包括八份手稿。在过去的十年里,已经提出了一系列跨AD阶段的技术解决方案。其中包括:(i)早期发现手指灵巧缺陷的创新策略,视觉空间能力(包括空间导航),分散注意力和工具自主性;(ii)在警觉性和情绪改善方面激活患者反应能力的工具;(iii)用于检索记忆的有用干预措施,增加身体运动,提高空间认知。方法的局限性,主要是缺乏随机对照试验和综合评估,被观察到。技术的进步目前为设计创新的评估方法提供了潜力,控制和处理AD相关症状。与所有利益相关者共同创造技术解决方案是为PwAD设计有效策略的最佳方式。
    In people with Alzheimer\'s disease (PwAD), there is a need for specific tools for the timely diagnosis, management, and treatment of symptoms. New technological solutions, including digital devices, application programs (apps), sensors and virtual reality, represent promising possibilities for objective and reliable assessment, monitoring and intervention strategies in this field. Our structured review presents an up-to-date summary of the technological solutions for the (i) diagnosis, (ii) management and (iii) treatment of AD-related symptoms. To this end, we searched electronic databases (i.e., PubMed, Web of Science, and Cochrane Library) for studies published over the last 10 years. Two authors of the review extracted data of interest. A total of eight manuscripts were included. In the last decade, a series of technological solutions across AD stages have been proposed. These include: (i) innovative strategies for the early detection of deficits in finger dexterity, visuo-spatial abilities (including spatial navigation), divided attention and instrumental autonomy; (ii) tools to activate the patient\'s responsiveness in terms of alertness and mood improvement; and (iii) useful interventions for retrieving memories, increasing body movements and improving spatial cognition. Methodological limitations, mainly pertaining to the paucity of randomized controlled trials and comprehensive assessments, were observed. Advances in technology currently provide the potential for designing innovative methods for evaluating, controlling and handling AD-related symptoms. The co-creation of technological solutions with all stakeholders represents the best way to design effective strategies for PwAD.
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  • 文章类型: Journal Article
    COVID-19大流行在世界各地蔓延,并造成了许多问题。COVID-19大流行导致死亡率和发病率上升,包括心理健康问题。在世界各地,严格执行移动控制令(MCO),但是传染病的传播仍然猖獗。精神健康疾病增加的幅度已经导致许多人遭受痛苦。鉴于在疫情爆发期间进行面对面干预具有挑战性,我们需要通过在线方法解决这个关键问题,例如虚拟现实(VR)。这种方法对于帮助患者更务实地处理现有问题至关重要,实用,和客户友好的方式。因此,在本次审查中,为此,我们提出了虚拟数字设备的开发。各种挑战,改进,在这篇叙述性综述中概述和讨论了对VR应用的期望。
    The COVID-19 pandemic spread throughout the world and created many problems. The COVID-19 pandemic caused an increase in mortality and morbidity, including mental health problems. Around the world, the movement control order (MCO) was strictly enforced, but the spread of the infection epidemic was still rampant. The magnitude of the increase in mental health illnesses has caused many individuals to suffer. Given that face-to-face interventions are challenging to carry out during an outbreak, we need to address this critical problem through an online approach, such as virtual reality (VR). This approach is vital to helping patients deal with their existing problems in more pragmatic, practical, and customer-friendly ways. Thus, in the present review, we proposed the development of a virtual digital device for this noble purpose. Various challenges, improvements, and expectations for VR applications were outlined and discussed in this narrative review.
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  • 文章类型: Journal Article
    Hearing loss affects 1 in 5 people worldwide and is estimated to affect 1 in 4 by 2050. Treatment relies on the accurate diagnosis of hearing loss; however, this first step is out of reach for >80% of those affected. Increasingly automated approaches are being developed for self-administered digital hearing assessments without the direct involvement of professionals.
    This study aims to provide an overview of digital approaches in automated and machine learning assessments of hearing using pure-tone audiometry and to focus on the aspects related to accuracy, reliability, and time efficiency. This review is an extension of a 2013 systematic review.
    A search across the electronic databases of PubMed, IEEE, and Web of Science was conducted to identify relevant reports from the peer-reviewed literature. Key information about each report\'s scope and details was collected to assess the commonalities among the approaches.
    A total of 56 reports from 2012 to June 2021 were included. From this selection, 27 unique automated approaches were identified. Machine learning approaches require fewer trials than conventional threshold-seeking approaches, and personal digital devices make assessments more affordable and accessible. Validity can be enhanced using digital technologies for quality surveillance, including noise monitoring and detecting inconclusive results.
    In the past 10 years, an increasing number of automated approaches have reported similar accuracy, reliability, and time efficiency as manual hearing assessments. New developments, including machine learning approaches, offer features, versatility, and cost-effectiveness beyond manual audiometry. Used within identified limitations, automated assessments using digital devices can support task-shifting, self-care, telehealth, and clinical care pathways.
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