دانلود مقاله انگلیسی رایگان:یک چارچوب جدید مبتنی بر هوش مصنوعی برای تشخیص Coronavirus COVID-19 با استفاده از حسگرهای داخلی تلفن های هوشمند: مطالعه طراحی - 2020
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  • A Novel AI-enabled Framework to Diagnose Coronavirus COVID-19 using Smartphone Embedded Sensors: Design Study A Novel AI-enabled Framework to Diagnose Coronavirus COVID-19 using Smartphone Embedded Sensors: Design Study
    A Novel AI-enabled Framework to Diagnose Coronavirus COVID-19 using Smartphone Embedded Sensors: Design Study

    سال انتشار:

    2020


    عنوان انگلیسی مقاله:

    A Novel AI-enabled Framework to Diagnose Coronavirus COVID-19 using Smartphone Embedded Sensors: Design Study


    ترجمه فارسی عنوان مقاله:

    یک چارچوب جدید مبتنی بر هوش مصنوعی برای تشخیص Coronavirus COVID-19 با استفاده از حسگرهای داخلی تلفن های هوشمند: مطالعه طراحی


    منبع:

    IEEE - 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI);2020; ; ;10.1109/IRI49571.2020.00033


    نویسنده:

    1stHalgurd S. Maghded , 2nd Kayhan Zrar Ghafoor , 3rd Ali Safaa Sadiq , 4th Kevin Curran , 5th Danda B. Rawat , 6thKhaled Rabie


    چکیده انگلیسی:

    Coronaviruses are a famous family of viruses that cause illness in both humans and animals. The new type of coronavirus COVID-19 was firstly discovered in Wuhan, China. However, recently, the virus has widely spread in most of the world and causing a pandemic according to the World Health Organization (WHO). Further, nowadays, all the world countries are striving to control the COVID-19. There are many mechanisms to detect coronavirus including clinical analysis of chest CT scan images and blood test results. The confirmed COVID-19 patient manifests as fever, tiredness, and dry cough. Particularly, several techniques can be used to detect the initial results of the virus such as medical detection Kits. However, such devices are incurring huge cost, taking time to install them and use. Therefore, in this paper, a new framework is proposed to detect COVID-19 using built-in smartphone sensors. The proposal provides a low-cost solution, since most of radiologists have already held smartphones for different dailypurposes. Not only that but also ordinary people can use the framework on their smartphones for the virus detection purposes. Today’s smartphones are powerful with existing computationrich processors, memory space, and large number of sensors including cameras, microphone, temperature sensor, inertial sensors, proximity, colour-sensor, humidity-sensor, and wireless chipsets/sensors. The designed Artificial Intelligence (AI) enabled framework reads the smartphone sensors’ signal measurements to predict the grade of severity of the pneumonia as well as predicting the result of the disease.
    Index Terms: COVID-19 | smartphone | coronavirus Detection | smartphone sensors


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 8
    حجم فایل: 1633 کیلوبایت

    قیمت: رایگان


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