基于埃及伊蚊传播疾病诊断专家系统的移动应用原型评估

IF 1.7 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Online and Biomedical Engineering Pub Date : 2023-09-18 DOI:10.3991/ijoe.v19i13.41431
Raul Jaúregui-Velarde, Pedro Molina-Velarde, Cesar Yactayo-Arias, Laberiano Andrade-Arenas
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引用次数: 0

摘要

埃及伊蚊传播登革热、寨卡病毒和基孔肯雅病毒,由于缺乏及时诊断,危及受影响国家人民的健康和生命。本研究的目的是设计并评估基于专家系统的埃及伊蚊传播疾病早期诊断移动应用程序的可行性。布坎南方法论被用于开发应用程序。结果表明,该移动应用程序的诊断准确率为83%,灵敏度为91%,特异性为63%,错误率为17%。应用程序的技术方面也通过对五位计算机专家进行问卷调查来评估。结果表明,应用程序的技术方面获得了3.91的平均评级(满分5分),标准偏差为0.482。此外,应用程序的可用性使用标准化的系统可用性量表(SUS)进行评估,该量表对总共15个用户进行管理。这次评估的结果显示,应用程序在SUS量表上获得了83分的平均分,表明可用性的积极水平。结果表明,该方法在埃及伊蚊传播疾病的早期诊断中具有一定的有效性和应用潜力,为埃及伊蚊传播疾病的快速检测提供了有用的工具。虽然需要更多的关注特异性和错误率,以提高诊断的准确性。
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Evaluation of a Prototype Mobile Application Based on an Expert System for the Diagnosis of Diseases Transmitted by the Aedes Aegypti Mosquito
The Aedes aegypti mosquito transmits the dengue, zika, and chikungunya viruses, endangering the health and lives of people in affected countries due to a lack of timely diagnosis. The objective of this study is to design and evaluate the feasibility of a mobile application based on an expert system for early diagnosis of diseases transmitted by the Aedes aegypti mosquito. The Buchanan methodology was used to develop the application. The results obtained show that the proposed mobile application has a diagnostic accuracy of 83%, a sensitivity of 91%, a specificity of 63%, and an error rate of 17%. The technical aspects of the application were also evaluated through a questionnaire administered to five computer experts. The results showed that the technical aspects of the application received an average rating of 3.91 out of a maximum of 5, with a standard deviation of 0.482. In addition, the usability of the application was evaluated using the standardized System Usability Scale (SUS), which was administered to a total of 15 users. The results of this evaluation showed that the application received an average score of 83 on the SUS scale, indicating a positive level of usability. In conclusion, the results support the effectiveness and potential of the application for the early diagnosis of diseases transmitted by the Aedes aegypti mosquito, providing a useful tool for the rapid detection of these diseases. Although it requires more attention to specificity and error rate to improve the accuracy of the diagnosis.
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CiteScore
4.00
自引率
46.20%
发文量
143
审稿时长
12 weeks
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