2022
DOI: 10.3390/electronics11172777
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A Systematic Review and IoMT Based Big Data Framework for COVID-19 Prevention and Detection

Abstract: The Internet of Medical Things (IoMT) is transforming modern healthcare systems by merging technological, economical, and social opportunities and has recently gained traction in the healthcare domain. The severely contagious respiratory syndrome coronavirus called COVID-19 has emerged as a severe threat to public health. COVID-19 is a highly infectious virus that is spread by person-to-person contact. Therefore, minimizing physical interactions between patients and medical healthcare workers is necessary. The… Show more

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Cited by 22 publications
(14 citation statements)
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“…The cov-AID platform offers real-time tracking, forecast analysis, patient infection paths, virus patterns, quick COVID-19 screening, and close contact tracing and clustering. 289 The IoMT architecture is used to create a COVID-19 scenario using the Riverbed Modeler simulation software. Health data are analyzed using Apache Spark technology, enabling disease prediction.…”
Section: Ai-based Smart Diagnostics For Covid-19mentioning
confidence: 99%
See 1 more Smart Citation
“…The cov-AID platform offers real-time tracking, forecast analysis, patient infection paths, virus patterns, quick COVID-19 screening, and close contact tracing and clustering. 289 The IoMT architecture is used to create a COVID-19 scenario using the Riverbed Modeler simulation software. Health data are analyzed using Apache Spark technology, enabling disease prediction.…”
Section: Ai-based Smart Diagnostics For Covid-19mentioning
confidence: 99%
“…The cov-AID platform offers real-time tracking, forecast analysis, patient infection paths, virus patterns, quick COVID-19 screening, and close contact tracing and clustering. 289…”
Section: Iomt In Advanced Diagnostics Of Sars-cov-2mentioning
confidence: 99%
“…Existing IoMT frameworks and standards discussed in the literature include the E-Health Big Data Architecture (E-HBDA) (Villegas-Ch & García-Ortiz, 2023), the cov-AID framework (Hamid et al, 2022), and the Digital Forensic Investigation Framework (DFIF) (Hassan et al, 2022). The E-HBDA framework focuses on collecting, storing, and analysing data generated by IoMT devices, using Hadoop and Spark for data processing and analysis (Lin et al, 2022).…”
Section: Literature Reviewmentioning
confidence: 99%
“…The proposed IE-IoT can utilize the communication technologies of IoT, such as BLE, Zigbee, and 6LoWPAN, to examine the factor of power consumption. Hamid et al [20] presented a systematic review of IoMT-based systems for COVID-19 prevention and detection. They also proposed a framework named 'COV-AID' that remotely monitors and diagnoses the disease.…”
Section: Descriptive Analysismentioning
confidence: 99%
“…They also proposed a framework named 'COV-AID' that remotely monitors and diagnoses the disease. The framework encompasses the benefits of IoMT sensors and extensive data analysis and prediction [20]. Sanida et al [21] proposed an approach that uses a robust hybrid deep convolutional neural network (DCNN) consisting of a combination of VGG blocks (visual geometry group) and an inception module for prompt and accurate identification [21].…”
Section: Descriptive Analysismentioning
confidence: 99%